@proceedings{emnlp-2025-demos,
    title = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.0/",
    doi = "10.18653/v1/2025.emnlp-demos.0",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{santillan-cooper-etal-2025-synthetic,
    title = "Synthetic Data for Evaluation: Supporting {LLM}-as-a-Judge Workflows with {E}val{A}ssist",
    author = "Santill{\'a}n Cooper, Mart{\'i}n  and
      Ashktorab, Zahra  and
      Do, Hyo Jin  and
      Miehling, Erik  and
      Geyer, Werner  and
      Gajcin, Jasmina  and
      Daly, Elizabeth M.  and
      Pan, Qian  and
      Desmond, Michael",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.1/",
    doi = "10.18653/v1/2025.emnlp-demos.1",
    pages = "1--11",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{hevia-etal-2025-roboto2,
    title = "{ROBOTO}2: An Interactive System and Dataset for {LLM}-assisted Clinical Trial Risk of Bias Assessment",
    author = "Hevia, Anthony  and
      Chintalapati, Sanjana  and
      Lai, Veronica Ka Wai  and
      Tam, Nguyen Thanh  and
      Wong, Wai-Tat  and
      Klassen, Terry P  and
      Wang, Lucy Lu",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.2/",
    doi = "10.18653/v1/2025.emnlp-demos.2",
    pages = "12--25",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{gao-etal-2025-spiritrag,
    title = "{S}pirit{RAG}: A {Q}{\&}{A} System for Religion and Spirituality in the {U}nited {N}ations Archive",
    author = "Gao, Yingqiang  and
      Winiger, Fabian  and
      Montjourides, Patrick  and
      Shaitarova, Anastassia  and
      Gu, Nianlong  and
      Peng-Keller, Simon  and
      Schneider, Gerold",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.3/",
    doi = "10.18653/v1/2025.emnlp-demos.3",
    pages = "26--41",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{elgaar-amiri-2025-lingconv,
    title = "{L}ing{C}onv: An Interactive Toolkit for Controlled Paraphrase Generation with Linguistic Attribute Control",
    author = "Elgaar, Mohamed  and
      Amiri, Hadi",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.4/",
    doi = "10.18653/v1/2025.emnlp-demos.4",
    pages = "42--51",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{liao-etal-2025-agentmaster,
    title = "{A}gent{M}aster: A Multi-Agent Conversational Framework Using {A}2{A} and {MCP} Protocols for Multimodal Information Retrieval and Analysis",
    author = "Liao, Callie C.  and
      Liao, Duoduo  and
      Gadiraju, Sai Surya",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.5/",
    doi = "10.18653/v1/2025.emnlp-demos.5",
    pages = "52--72",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{aissa-etal-2025-iread4skills,
    title = "The i{R}ead4{S}kills Intelligent Complexity Analyzer",
    author = "Aissa, Wafa  and
      Amaro, Raquel  and
      Antunes, David  and
      Ba{\~n}eras-Roux, Thibault  and
      Baptista, Jorge  and
      Catala, Alejandro  and
      Correia, Lu{\'i}s  and
      Fran{\c{c}}ois, Thomas  and
      Garcia, Marcos  and
      Izquierdo-{\'A}lvarez, Mario  and
      Mamede, Nuno  and
      Martins, Vasco  and
      Neves, Miguel  and
      Ribeiro, Eug{\'e}nio  and
      Rey, Sandra Rodriguez  and
      Vanzeveren, Elodie",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.6/",
    doi = "10.18653/v1/2025.emnlp-demos.6",
    pages = "73--84",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{kim-etal-2025-aipom,
    title = "{AIPOM}: Agent-aware Interactive Planning for Multi-Agent Systems",
    author = "Kim, Hannah  and
      Mitra, Kushan  and
      Shen, Chen  and
      Zhang, Dan  and
      Hruschka, Estevam",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.7/",
    doi = "10.18653/v1/2025.emnlp-demos.7",
    pages = "85--96",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{kuiper-etal-2025-lad,
    title = "{LAD}: {L}o{RA}-Adapted Diffusion",
    author = "Kuiper, Ruurd Jan Anthonius  and
      de Groot, Lars  and
      van Es, Bram  and
      van Smeden, Maarten  and
      Bagheri, Ayoub",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.8/",
    doi = "10.18653/v1/2025.emnlp-demos.8",
    pages = "97--110",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{kolli-etal-2025-automated,
    title = "Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual {RAG} Approach",
    author = "Kolli, Imene  and
      Vaghefi, Saeid  and
      Senni, Chiara Colesanti  and
      Raj, Shantam  and
      Leippold, Markus",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.9/",
    doi = "10.18653/v1/2025.emnlp-demos.9",
    pages = "111--129",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{zaratiana-etal-2025-gliner2,
    title = "{GL}i{NER}2: Schema-Driven Multi-Task Learning for Structured Information Extraction",
    author = "Zaratiana, Urchade  and
      Pasternak, Gil  and
      Boyd, Oliver  and
      Hurn-Maloney, George  and
      Lewis, Ash",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.10/",
    doi = "10.18653/v1/2025.emnlp-demos.10",
    pages = "130--140",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{ortega-gomez-perez-2025-sciclaims,
    title = "{S}ci{C}laims: An End-to-End Generative System for Biomedical Claim Analysis",
    author = "Ortega, Ra{\'u}l  and
      Gomez-Perez, Jose Manuel",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.11/",
    doi = "10.18653/v1/2025.emnlp-demos.11",
    pages = "141--154",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{zhang-etal-2025-agentcpm,
    title = "{A}gent{CPM}-{GUI}: Building Mobile-Use Agents with Reinforcement Fine-Tuning",
    author = "Zhang, Zhong  and
      Lu, Yaxi  and
      Fu, Yikun  and
      Huo, Yupeng  and
      Yang, Shenzhi  and
      Wu, Yesai  and
      Si, Han  and
      Cong, Xin  and
      Chen, Haotian  and
      Lin, Yankai  and
      Xie, Jie  and
      Zhou, Wei  and
      Xu, Wang  and
      Zhang, Yuanheng  and
      Su, Zhou  and
      Zhai, Zhongwu  and
      Liu, Xiaoming  and
      Mei, Yudong  and
      Xu, Jianming  and
      Tian, Hongyan  and
      Wang, Chongyi  and
      Chen, Chi  and
      Yao, Yuan  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.12/",
    doi = "10.18653/v1/2025.emnlp-demos.12",
    pages = "155--180",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{trienes-etal-2025-marcel,
    title = "Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support",
    author = {Trienes, Jan  and
      Derzhanskaia, Anastasiia  and
      Schwarzkopf, Roland  and
      M{\"u}hling, Markus  and
      Schl{\"o}tterer, J{\"o}rg  and
      Seifert, Christin},
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.13/",
    doi = "10.18653/v1/2025.emnlp-demos.13",
    pages = "181--195",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{wang-etal-2025-alpha,
    title = "Alpha-{GPT}: Human-{AI} Interactive Alpha Mining for Quantitative Investment",
    author = "Wang, Saizhuo  and
      Yuan, Hang  and
      Zhou, Leon  and
      Ni, Lionel  and
      Shum, Heung-Yeung  and
      Guo, Jian",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.14/",
    doi = "10.18653/v1/2025.emnlp-demos.14",
    pages = "196--206",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{ou-etal-2025-agentdiagnose,
    title = "{A}gent{D}iagnose: An Open Toolkit for Diagnosing {LLM} Agent Trajectories",
    author = "Ou, Tianyue  and
      Guo, Wanyao  and
      Gandhi, Apurva  and
      Neubig, Graham  and
      Yue, Xiang",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.15/",
    doi = "10.18653/v1/2025.emnlp-demos.15",
    pages = "207--215",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{loiseau-etal-2025-tau,
    title = "Tau-Eval: A Unified Evaluation Framework for Useful and Private Text Anonymization",
    author = "Loiseau, Gabriel  and
      Sileo, Damien  and
      Riquet, Damien  and
      Meyer, Maxime  and
      Tommasi, Marc",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.16/",
    doi = "10.18653/v1/2025.emnlp-demos.16",
    pages = "216--227",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{lu-etal-2025-vidove,
    title = "{V}i{D}ove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning",
    author = "Lu, Yichen  and
      Dai, Wei  and
      Liu, Jiaen  and
      Kwok, Ching Wing  and
      Wu, Zongheng  and
      Xiao, Xudong  and
      Sun, Ao  and
      Fu, Sheng  and
      Zhan, Jianyuan  and
      Wang, Yian  and
      Saito, Takatomo  and
      Lai, Sicheng",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.17/",
    doi = "10.18653/v1/2025.emnlp-demos.17",
    pages = "228--243",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{de-luca-etal-2025-sanskrit,
    title = "{S}anskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of {S}anskrit Texts",
    author = "De Luca, Giacomo  and
      Croce, Danilo  and
      Basili, Roberto",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.18/",
    doi = "10.18653/v1/2025.emnlp-demos.18",
    pages = "244--253",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{habba-etal-2025-promptsuite,
    title = "{P}rompt{S}uite: A Task-Agnostic Framework for Multi-Prompt Generation",
    author = "Habba, Eliya  and
      Dahan, Noam  and
      Lior, Gili  and
      Stanovsky, Gabriel",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.19/",
    doi = "10.18653/v1/2025.emnlp-demos.19",
    pages = "254--263",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{tan-etal-2025-lionguard,
    title = "{L}ion{G}uard 2: Building Lightweight, Data-Efficient {\&} Localised Multilingual Content Moderators",
    author = "Tan, Leanne  and
      Chua, Gabriel  and
      Ge, Ziyu  and
      Lee, Roy Ka-Wei",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.20/",
    doi = "10.18653/v1/2025.emnlp-demos.20",
    pages = "264--285",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{da-silva-etal-2025-graphmind,
    title = "{G}raph{M}ind: Interactive Novelty Assessment System for Accelerating Scientific Discovery",
    author = "da Silva, Italo Luis  and
      Yan, Hanqi  and
      Gui, Lin  and
      He, Yulan",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.21/",
    doi = "10.18653/v1/2025.emnlp-demos.21",
    pages = "286--294",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{diehl-martinez-etal-2025-pico,
    title = "Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research",
    author = "Diehl Martinez, Richard  and
      Africa, David Demitri  and
      Weiss, Yuval  and
      Salhan, Suchir  and
      Daniels, Ryan  and
      Buttery, Paula",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.22/",
    doi = "10.18653/v1/2025.emnlp-demos.22",
    pages = "295--306",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{goot-etal-2025-distals,
    title = "{D}ista{L}s: a Comprehensive Collection of Language Distance Measures",
    author = "Goot, Rob Van Der  and
      Ploeger, Esther  and
      Blaschke, Verena  and
      Samardzic, Tanja",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.23/",
    doi = "10.18653/v1/2025.emnlp-demos.23",
    pages = "307--318",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{jang-etal-2025-medtutor,
    title = "{M}ed{T}utor: A Retrieval-Augmented {LLM} System for Case-Based Medical Education",
    author = "Jang, Dongsuk  and
      Shangguan, Ziyao  and
      Tegtmeyer, Kyle  and
      Gupta, Anurag  and
      Czerminski, Jan T  and
      Chheang, Sophie  and
      Cohan, Arman",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.24/",
    doi = "10.18653/v1/2025.emnlp-demos.24",
    pages = "319--353",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{xiong-etal-2025-co,
    title = "Co-{DETECT}: Collaborative Discovery of Edge Cases in Text Classification",
    author = "Xiong, Chenfei  and
      Ni, Jingwei  and
      Fan, Yu  and
      Zouhar, Vil{\'e}m  and
      Rooein, Donya  and
      Calvo-Bartolom{\'e}, Lorena  and
      Hoyle, Alexander  and
      Jin, Zhijing  and
      Sachan, Mrinmaya  and
      Leippold, Markus  and
      Hovy, Dirk  and
      El-Assady, Mennatallah  and
      Ash, Elliott",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.25/",
    doi = "10.18653/v1/2025.emnlp-demos.25",
    pages = "354--364",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{du-etal-2025-dvagen,
    title = "{DVAG}en: Dynamic Vocabulary Augmented Generation",
    author = "Du, Wei  and
      Liu, Nuowei  and
      Wang, Jie  and
      Kuang, Jiahao  and
      Ji, Tao  and
      Wang, Xiaoling  and
      Wu, Yuanbin",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.26/",
    doi = "10.18653/v1/2025.emnlp-demos.26",
    pages = "365--372",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{liu-etal-2025-mcpeval,
    title = "{MCPE}val: Automatic {MCP}-based Deep Evaluation for {AI} Agent Models",
    author = "Liu, Zhiwei  and
      Qiu, Jielin  and
      Wang, Shiyu  and
      Zhang, Jianguo  and
      Liu, Zuxin  and
      Ram, Roshan  and
      Chen, Haolin  and
      Yao, Weiran  and
      Heinecke, Shelby  and
      Savarese, Silvio  and
      Wang, Huan  and
      Xiong, Caiming",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.27/",
    doi = "10.18653/v1/2025.emnlp-demos.27",
    pages = "373--402",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{wang-etal-2025-scisketch,
    title = "{S}ci{S}ketch: An Open-source Framework for Automated Schematic Diagram Generation in Scientific Papers",
    author = "Wang, Zihang  and
      Zhao, Yilun  and
      Zhang, Kaiyan  and
      Zhao, Chen  and
      Patwardhan, Manasi  and
      Cohan, Arman",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.28/",
    doi = "10.18653/v1/2025.emnlp-demos.28",
    pages = "403--417",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{becker-etal-2025-mallm,
    title = "{MALLM}: Multi-Agent Large Language Models Framework",
    author = "Becker, Jonas  and
      Kaesberg, Lars Benedikt  and
      Bauer, Niklas  and
      Wahle, Jan Philip  and
      Ruas, Terry  and
      Gipp, Bela",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.29/",
    doi = "10.18653/v1/2025.emnlp-demos.29",
    pages = "418--439",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{pavel-etal-2025-swe,
    title = "{SWE}-{MERA}: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks",
    author = "Pavel, Adamenko  and
      Mikhail, Ivanov  and
      Valeev, Aidar  and
      Levichev, Rodion  and
      Zadorozhny, Pavel  and
      Lopatin, Ivan  and
      Babaev, Dmitrii  and
      Fenogenova, Alena  and
      Malykh, Valentin",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.30/",
    doi = "10.18653/v1/2025.emnlp-demos.30",
    pages = "440--452",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{xu-etal-2025-open,
    title = "Open-Theatre: An Open-Source Toolkit for {LLM}-based Interactive Drama",
    author = "Xu, Tianyang  and
      Wu, Hongqiu  and
      Wu, Weiqi  and
      Zhao, Hai",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.31/",
    doi = "10.18653/v1/2025.emnlp-demos.31",
    pages = "453--460",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{boyle-etal-2025-cafga,
    title = "{C}af{G}a: Customizing Feature Attributions to Explain Language Models",
    author = "Boyle, Alan David  and
      Cheng, Furui  and
      Zouhar, Vil{\'e}m  and
      El-Assady, Mennatallah",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.32/",
    doi = "10.18653/v1/2025.emnlp-demos.32",
    pages = "461--470",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{beniwal-etal-2025-unityai,
    title = "{U}nity{AI} Guard: Pioneering Toxicity Detection Across Low-Resource {I}ndian Languages",
    author = "Beniwal, Himanshu  and
      Venkat, Reddybathuni  and
      Kumar, Rohit  and
      Srivibhav, Birudugadda  and
      Jain, Daksh  and
      Doddi, Pavan Deekshith  and
      Dhande, Eshwar  and
      Ananth, Adithya  and
      Kuldeep  and
      Singh, Mayank",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.33/",
    doi = "10.18653/v1/2025.emnlp-demos.33",
    pages = "471--479",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{xu-etal-2025-biographia,
    title = "{B}io{G}raphia: A {LLM}-Assisted Biological Pathway Graph Annotation Platform",
    author = "Xu, Xi  and
      Jo, Sumin  and
      Officer, Adam  and
      Chen, Angela  and
      Huang, Yufei  and
      Li, Lei",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.34/",
    doi = "10.18653/v1/2025.emnlp-demos.34",
    pages = "480--486",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{ramesh-etal-2025-synthtexteval,
    title = "{S}ynth{T}ext{E}val: Synthetic Text Data Generation and Evaluation for High-Stakes Domains",
    author = "Ramesh, Krithika  and
      Smolyak, Daniel  and
      Zhao, Zihao  and
      Gandhi, Nupoor  and
      Agarwal, Ritu  and
      Bjarnad{\'o}ttir, Margr{\'e}t V.  and
      Field, Anjalie",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.35/",
    doi = "10.18653/v1/2025.emnlp-demos.35",
    pages = "487--499",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{yang-etal-2025-quest2dataagent,
    title = "{Q}uest2{D}ata{A}gent: Automating End-to-End Scientific Data Collection",
    author = "Yang, Tianyu  and
      Liu, Yuhan  and
      Alosious, Sobin  and
      Brown, Ethan A.  and
      Rohr, Jason R.  and
      Luo, Tengfei  and
      Zhang, Xiangliang",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.36/",
    doi = "10.18653/v1/2025.emnlp-demos.36",
    pages = "500--514",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{won-etal-2025-end,
    title = "End-to-End Multilingual Automatic Dubbing via Duration-based Translation with Large Language Models",
    author = "Won, Hyun-Sik  and
      Jeong, DongJin  and
      Choi, Hyunkyu  and
      Kim, Jinwon",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.37/",
    doi = "10.18653/v1/2025.emnlp-demos.37",
    pages = "515--521",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{xu-etal-2025-easyedit2,
    title = "{E}asy{E}dit2: An Easy-to-use Steering Framework for Editing Large Language Models",
    author = "Xu, Ziwen  and
      Wang, Shuxun  and
      Xu, Kewei  and
      Xu, Haoming  and
      Wang, Mengru  and
      Deng, Xinle  and
      Yao, Yunzhi  and
      Zheng, Guozhou  and
      Chen, Huajun  and
      Zhang, Ningyu",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.38/",
    doi = "10.18653/v1/2025.emnlp-demos.38",
    pages = "522--535",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{li-etal-2025-aera,
    title = "{AERA} Chat: An Interactive Platform for Automated Explainable Student Answer Assessment",
    author = "Li, Jiazheng  and
      Bobrov, Artem  and
      Zhao, Runcong  and
      Aloisi, Cesare  and
      He, Yulan",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.39/",
    doi = "10.18653/v1/2025.emnlp-demos.39",
    pages = "536--545",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{xu-etal-2025-radeval,
    title = "{R}ad{E}val: A framework for radiology text evaluation",
    author = "Xu, Justin  and
      Zhang, Xi  and
      Abderezaei, Javid  and
      Bauml, Julie  and
      Boodoo, Roger  and
      Haghighi, Fatemeh  and
      Ganjizadeh, Ali  and
      Brattain, Eric  and
      Van Veen, Dave  and
      Meng, Zaiqiao  and
      Eyre, David W  and
      Delbrouck, Jean-Benoit",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.40/",
    doi = "10.18653/v1/2025.emnlp-demos.40",
    pages = "546--557",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{yu-etal-2025-tinyscientist,
    title = "{T}iny{S}cientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents",
    author = "Yu, Haofei  and
      Xuan, Keyang  and
      Li, Fenghai  and
      Zhu, Kunlun  and
      Lei, Zijie  and
      Zhang, Jiaxun  and
      Qi, Ziheng  and
      Richardson, Kyle  and
      You, Jiaxuan",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.41/",
    doi = "10.18653/v1/2025.emnlp-demos.41",
    pages = "558--590",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{wu-etal-2025-kmatrix,
    title = "{KM}atrix-2: A Comprehensive Heterogeneous Knowledge Collaborative Enhancement Toolkit for Large Language Model",
    author = "Wu, Shun  and
      Wu, Di  and
      Sun, Wangtao  and
      Huang, Ziyang  and
      Yuan, Xiaowei  and
      Luo, Kun  and
      Zhang, XueYou  and
      He, Shizhu  and
      Zhao, Jun  and
      Liu, Kang",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.42/",
    doi = "10.18653/v1/2025.emnlp-demos.42",
    pages = "591--601",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{luo-etal-2025-gloteval,
    title = "{G}lot{E}val: A Test Suite for Massively Multilingual Evaluation of Large Language Models",
    author = {Luo, Hengyu  and
      Li, Zihao  and
      Attieh, Joseph  and
      Devkota, Sawal  and
      de Gibert, Ona  and
      Huang, Xu  and
      Ji, Shaoxiong  and
      Lin, Peiqin  and
      Mantina, Bhavani Sai Praneeth Varma  and
      Sreenidhi, Ananda  and
      V{\'a}zquez, Ra{\'u}l  and
      Wang, Mengjie  and
      Yusofi, Samea  and
      Yuan, Fei  and
      Tiedemann, J{\"o}rg},
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.43/",
    doi = "10.18653/v1/2025.emnlp-demos.43",
    pages = "602--614",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{zhang-etal-2025-masa,
    title = "{MASA}: {LLM}-Driven Multi-Agent Systems for Autoformalization",
    author = "Zhang, Lan  and
      Valentino, Marco  and
      Freitas, Andre",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.44/",
    doi = "10.18653/v1/2025.emnlp-demos.44",
    pages = "615--624",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{zhao-etal-2025-learnlens,
    title = "{L}earn{L}ens: {LLM}-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop",
    author = "Zhao, Runcong  and
      Bobrov, Artem  and
      Li, Jiazheng  and
      Aloisi, Cesare  and
      He, Yulan",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.45/",
    doi = "10.18653/v1/2025.emnlp-demos.45",
    pages = "625--633",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{kris-etal-2025-o,
    title = "o-{MEGA}: Optimized Methods for Explanation Generation and Analysis",
    author = "Kri{\v{s}}, {\v{L}}ubo{\v{s}}  and
      Kop{\v{c}}an, Jaroslav  and
      Peng, Qiwei  and
      Ridzik, Andrej  and
      Vesel{\'y}, Marcel  and
      Tamajka, Martin",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.46/",
    doi = "10.18653/v1/2025.emnlp-demos.46",
    pages = "634--642",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{wang-etal-2025-evoagentx,
    title = "{E}vo{A}gent{X}: An Automated Framework for Evolving Agentic Workflows",
    author = "Wang, Yingxu  and
      Liu, Siwei  and
      Fang, Jinyuan  and
      Meng, Zaiqiao",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.47/",
    doi = "10.18653/v1/2025.emnlp-demos.47",
    pages = "643--655",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{hu-etal-2025-openrlhf,
    title = "{O}pen{RLHF}: A Ray-based Easy-to-use, Scalable and High-performance {RLHF} Framework",
    author = "Hu, Jian  and
      Wu, Xibin  and
      Shen, Wei  and
      Liu, Jason Klein  and
      Wang, Weixun  and
      Jiang, Songlin  and
      Wang, Haoran  and
      Chen, Hao  and
      Chen, Bin  and
      Fang, Wenkai  and
      Xianyu  and
      Cao, Yu  and
      Xu, Haotian  and
      Liu, Yiming",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.48/",
    doi = "10.18653/v1/2025.emnlp-demos.48",
    pages = "656--666",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{galarnyk-etal-2025-confready,
    title = "{C}onf{R}eady: A {RAG} based Assistant and Dataset for Conference Checklist Responses",
    author = "Galarnyk, Michael  and
      Routu, Rutwik  and
      Kannan, Vidhyakshaya  and
      Bheda, Kosha  and
      Banerjee, Prasun  and
      Shah, Agam  and
      Chava, Sudheer",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.49/",
    doi = "10.18653/v1/2025.emnlp-demos.49",
    pages = "667--677",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{khan-etal-2025-tokensmith,
    title = "{T}oken{S}mith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability",
    author = "Khan, Mohammad Aflah  and
      Godbole, Ameya  and
      Wei, Johnny  and
      Wang, Ryan Yixiang  and
      Flemings, James  and
      Gummadi, Krishna P.  and
      Neiswanger, Willie  and
      Jia, Robin",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.50/",
    doi = "10.18653/v1/2025.emnlp-demos.50",
    pages = "678--687",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{chao-etal-2025-llmxmapreduce,
    title = "{LLM}$\times${M}ap{R}educe-V3: Enabling Interactive In-Depth Survey Generation through a {MCP}-Driven Hierarchically Modular Agent System",
    author = "Chao, Yu  and
      Lin, Siyu  and
      Wang, Xiaorong  and
      Zhang, Zhu  and
      Zhou, Zihan  and
      Wang, Haoyu  and
      Wang, Shuo  and
      Zhou, Jie  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.51/",
    doi = "10.18653/v1/2025.emnlp-demos.51",
    pages = "688--695",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{hasan-etal-2025-gradet,
    title = "{G}ra{D}e{T}-{HTR}: A Resource-Efficient {B}engali Handwritten Text Recognition System utilizing Grapheme-based Tokenizer and Decoder-only Transformer",
    author = "Hasan, Md. Mahmudul  and
      Choudhury, Ahmed Nesar Tahsin  and
      Hasan, Mahmudul  and
      Khan, Md Mosaddek",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.52/",
    doi = "10.18653/v1/2025.emnlp-demos.52",
    pages = "696--706",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{alekseev-etal-2025-autointent,
    title = "{A}uto{I}ntent: {A}uto{ML} for Text Classification",
    author = "Alekseev, Ilya  and
      Solomatin, Roman  and
      Rustamova, Darina  and
      Kuznetsov, Denis",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.53/",
    doi = "10.18653/v1/2025.emnlp-demos.53",
    pages = "707--716",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{yaldiz-etal-2025-truthtorchlm,
    title = "{T}ruth{T}orch{LM}: A Comprehensive Library for Predicting Truthfulness in {LLM} Outputs",
    author = {Yaldiz, Duygu Nur  and
      Bakman, Yavuz Faruk  and
      Kang, Sungmin  and
      {\"O}zi{\c{s}}, Alperen  and
      Yildiz, Hayrettin Eren  and
      Shah, Mitash Ashish  and
      Huang, Zhiqi  and
      Kumar, Anoop  and
      Samuel, Alfy  and
      Liu, Daben  and
      Karimireddy, Sai Praneeth  and
      Avestimehr, Salman},
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.54/",
    doi = "10.18653/v1/2025.emnlp-demos.54",
    pages = "717--728",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{johnson-etal-2025-dangers,
    title = "The Dangers of Indirect Prompt Injection Attacks on {LLM}-based Autonomous Web Navigation Agents: A Demonstration",
    author = "Johnson, Sam  and
      Pham, Viet  and
      Le, Thai",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.55/",
    doi = "10.18653/v1/2025.emnlp-demos.55",
    pages = "729--738",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{hoy-etal-2025-latexmt,
    title = "{L}a{T}e{XMT}: Machine Translation for {L}a{T}e{X} Documents",
    author = "Hoy, Calvin  and
      Frontull, Samuel  and
      Moser, Georg",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.56/",
    doi = "10.18653/v1/2025.emnlp-demos.56",
    pages = "739--748",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{carvalho-etal-2025-langvae,
    title = "{L}ang{VAE} and {L}ang{S}pace: Building and Probing for Language Model {VAE}s",
    author = "Carvalho, Danilo  and
      Zhang, Yingji  and
      Unsworth, Harriet  and
      Freitas, Andre",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.57/",
    doi = "10.18653/v1/2025.emnlp-demos.57",
    pages = "749--759",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{shi-etal-2025-presentagent,
    title = "{P}resent{A}gent: Multimodal Agent for Presentation Video Generation",
    author = "Shi, Jingwei  and
      Zhang, Zeyu  and
      Wu, Biao  and
      Liang, Yanjie  and
      Fang, Meng  and
      Chen, Ling  and
      Zhao, Yang",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.58/",
    doi = "10.18653/v1/2025.emnlp-demos.58",
    pages = "760--773",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{xiang-etal-2025-promptsculptor,
    title = "{P}rompt{S}culptor: Multi-Agent Based Text-to-Image Prompt Optimization",
    author = "Xiang, Dawei  and
      Xu, Wenyan  and
      Chu, Kexin  and
      Ding, Tianqi  and
      Shen, Zixu  and
      Zeng, Yiming  and
      Su, Jianchang  and
      Zhang, Wei",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.59/",
    doi = "10.18653/v1/2025.emnlp-demos.59",
    pages = "774--786",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{wang-etal-2025-easydistill,
    title = "{E}asy{D}istill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models",
    author = "Wang, Chengyu  and
      Yan, Junbing  and
      Cai, Wenrui  and
      Yue, Yuanhao  and
      Huang, Jun",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.60/",
    doi = "10.18653/v1/2025.emnlp-demos.60",
    pages = "787--795",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{elguendouze-etal-2025-am4dsp,
    title = "{AM}4{DSP}: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy",
    author = "Elguendouze, Sofiane  and
      Anastasiou, Lucas  and
      Hain, Erwan  and
      Cabrio, Elena  and
      De Liddo, Anna  and
      Villata, Serena",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.61/",
    doi = "10.18653/v1/2025.emnlp-demos.61",
    pages = "796--805",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{aljaafari-etal-2025-trace,
    title = "{TRACE}: Training and Inference-Time Interpretability Analysis for Language Models",
    author = "Aljaafari, Nura  and
      Carvalho, Danilo  and
      Freitas, Andre",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.62/",
    doi = "10.18653/v1/2025.emnlp-demos.62",
    pages = "806--820",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{kar-etal-2025-mathbuddy,
    title = "{M}ath{B}uddy: A Multimodal System for Affective Math Tutoring",
    author = {Kar, Debanjana  and
      B{\"o}ss, Leopold  and
      Braca, Dacia  and
      Dennerlein, Sebastian Maximilian  and
      Hubig, Nina Christine  and
      Wintersberger, Philipp  and
      Hou, Yufang},
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.63/",
    doi = "10.18653/v1/2025.emnlp-demos.63",
    pages = "821--838",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{chen-etal-2025-pledgetracker,
    title = "{P}ledge{T}racker: A System for Monitoring the Fulfilment of Pledges",
    author = "Chen, Yulong  and
      Schlichtkrull, Michael Sejr  and
      Deng, Zhenyun  and
      Corney, David  and
      Asl, Nasim  and
      Salisbury, Joshua  and
      Dudfield, Andrew  and
      Vlachos, Andreas",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.64/",
    doi = "10.18653/v1/2025.emnlp-demos.64",
    pages = "839--850",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{zhang-etal-2025-interactive,
    title = "Interactive Training: Feedback-Driven Neural Network Optimization",
    author = "Zhang, Wentao  and
      Lu, Yang Young  and
      Deng, Yuntian",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.65/",
    doi = "10.18653/v1/2025.emnlp-demos.65",
    pages = "851--861",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{hotta-etal-2025-metamo,
    title = "Metamo: Empowering Large Language Models with Psychological Distortion Detection for Cognition-aware Coaching",
    author = "Hotta, Hajime  and
      Le, Huu-Loi  and
      Phan, Manh-Cuong  and
      Nguyen, Minh-Tien",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.66/",
    doi = "10.18653/v1/2025.emnlp-demos.66",
    pages = "862--872",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{he-etal-2025-intriage,
    title = "{I}n{T}riage: Intelligent Telephone Triage in Pre-Hospital Emergency Care",
    author = "He, Kai  and
      Lin, Qika  and
      Fei, Hao  and
      Chng, Eng Siong  and
      Hong, Dehan  and
      Ong, Marcus Eng Hock  and
      Feng, Mengling",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.67/",
    doi = "10.18653/v1/2025.emnlp-demos.67",
    pages = "873--885",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{sheta-etal-2025-behavioral,
    title = "From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with {VLM}-Lens",
    author = "Sheta, Hala  and
      Huang, Eric Haoran  and
      Wu, Shuyu  and
      Alenabi, Ilia  and
      Hong, Jiajun  and
      Lin, Ryker  and
      Ning, Ruoxi  and
      Wei, Daniel  and
      Yang, Jialin  and
      Zhou, Jiawei  and
      Ma, Ziqiao  and
      Shi, Freda",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.68/",
    doi = "10.18653/v1/2025.emnlp-demos.68",
    pages = "886--895",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{yang-weng-2025-researstudio,
    title = "{R}esear{S}tudio: A Human-intervenable Framework for Building Controllable Deep Research Agents",
    author = "Yang, Linyi  and
      Weng, Yixuan",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.69/",
    doi = "10.18653/v1/2025.emnlp-demos.69",
    pages = "896--905",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{wang-etal-2025-opens2s,
    title = "{O}pen{S}2{S}: Advancing Fully Open-Source End-to-End Empathetic Large Speech Language Model",
    author = "Wang, Chen  and
      Peng, Tianyu  and
      Yang, Wen  and
      Bai, YiNan  and
      Wang, Guangfu  and
      Lin, Jun  and
      Jia, Lanpeng  and
      Wu, Lingxiang  and
      Wang, Jinqiao  and
      Zong, Chengqing  and
      Zhang, Jiajun",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.70/",
    doi = "10.18653/v1/2025.emnlp-demos.70",
    pages = "906--917",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{ouyang-etal-2025-pdfmathtranslate,
    title = "{PDFM}ath{T}ranslate: Scientific Document Translation Preserving Layouts",
    author = "Ouyang, Rongxin  and
      Chu, Chang  and
      Xin, Zhikuang  and
      Ma, Xiangyao",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.71/",
    doi = "10.18653/v1/2025.emnlp-demos.71",
    pages = "918--924",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{qin-etal-2025-crowdagent,
    title = "{C}rowd{A}gent: Multi-Agent Managed Multi-Source Annotation System",
    author = "Qin, Maosheng  and
      Zhu, Renyu  and
      Xia, Mingxuan  and
      Chenchenkai  and
      Zhu, Zhen  and
      Lin, Minmin  and
      Zhao, Junbo  and
      Xu, Lu  and
      Fan, Changjie  and
      Wu, Runze  and
      Wang, Haobo",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.72/",
    doi = "10.18653/v1/2025.emnlp-demos.72",
    pages = "925--942",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{zaghir-etal-2025-bratly,
    title = "Bratly: A Python Extension for {BRAT} Functionalities",
    author = "Zaghir, Jamil  and
      Goldman, Jean-Philippe  and
      Bjelogrlic, Nikola  and
      Bjelogrlic, Mina  and
      Lovis, Christian",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.73/",
    doi = "10.18653/v1/2025.emnlp-demos.73",
    pages = "943--949",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{altarbouch-etal-2025-barec,
    title = "{BAREC} Demo: Resources and Tools for Sentence-level {A}rabic Readability Assessment",
    author = "Altarbouch, Kinda  and
      Elmadani, Khalid N.  and
      Obeid, Ossama  and
      Taha, Hanada  and
      Habash, Nizar",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.74/",
    doi = "10.18653/v1/2025.emnlp-demos.74",
    pages = "950--959",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{miao-etal-2025-easy,
    title = "Easy Dataset: A Unified and Extensible Framework for Synthesizing {LLM} Fine-Tuning Data from Unstructured Documents",
    author = "Miao, Ziyang  and
      Sun, Qiyu  and
      Wang, Jingyuan  and
      Gong, Yuchen  and
      Zheng, Yaowei  and
      Li, Shiqi  and
      Zhang, Richong",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.75/",
    doi = "10.18653/v1/2025.emnlp-demos.75",
    pages = "960--968",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{liu-etal-2025-slackagents,
    title = "{S}lack{A}gents: Scalable Collaboration of {AI} Agents in Workspaces",
    author = "Liu, Zhiwei  and
      Yao, Weiran  and
      Liu, Zuxin  and
      Tan, Juntao  and
      Zhang, Jianguo  and
      Wang, Frank  and
      Nahal, Sukhandeep  and
      Wang, Huan  and
      Heinecke, Shelby  and
      Savarese, Silvio  and
      Xiong, Caiming",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.76/",
    doi = "10.18653/v1/2025.emnlp-demos.76",
    pages = "969--982",
    ISBN = "979-8-89176-334-0"
}
@inproceedings{smirnova-etal-2025-open,
    title = "Open Political Corpora: Structuring, Searching, and Analyzing Political Text Collections with {P}oli{C}orp",
    author = "Smirnova, Nina  and
      Shahid, Muhammad Ahsan  and
      Mayr, Philipp",
    editor = {Habernal, Ivan  and
      Schulam, Peter  and
      Tiedemann, J{\"o}rg},
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.emnlp-demos.77/",
    doi = "10.18653/v1/2025.emnlp-demos.77",
    pages = "983--992",
    ISBN = "979-8-89176-334-0"
}