@proceedings{realm-2025-1,
    title = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.0/",
    doi = "10.18653/v1/2025.realm-1.0",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{hofmann-etal-2025-prompt,
    title = "Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering",
    author = "Hofmann, Jan  and
      Sindermann, Cornelia  and
      Klinger, Roman",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.1/",
    doi = "10.18653/v1/2025.realm-1.1",
    pages = "1--16",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{du-etal-2025-dflow,
    title = "{DFLOW}: Diverse Dialogue Flow Simulation with Large Language Models",
    author = "Du, Wanyu  and
      Feng, Song  and
      Gung, James  and
      Sun, Lijia  and
      Zhang, Yi  and
      Mansour, Saab  and
      Qi, Yanjun",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.2/",
    doi = "10.18653/v1/2025.realm-1.2",
    pages = "17--32",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{fu-etal-2025-camphor,
    title = "{CAMPHOR}: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device",
    author = "Fu, Yicheng  and
      Anantha, Raviteja  and
      Cheng, Jianpeng",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.3/",
    doi = "10.18653/v1/2025.realm-1.3",
    pages = "33--51",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{yuksel-etal-2025-multi,
    title = "A Multi-{AI} Agent System for Autonomous Optimization of Agentic {AI} Solutions via Iterative Refinement and {LLM}-Driven Feedback Loops",
    author = "Yuksel, Kamer Ali  and
      Castro Ferreira, Thiago  and
      Al-Badrashiny, Mohamed  and
      Sawaf, Hassan",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.4/",
    doi = "10.18653/v1/2025.realm-1.4",
    pages = "52--62",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{wu-etal-2025-art,
    title = "The Art of Tool Interface Design",
    author = "Wu, Yunnan  and
      Chen, Qile P.  and
      Baranwal, Deshank  and
      Zhou, Jinlong  and
      Yuan, Jian",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.5/",
    doi = "10.18653/v1/2025.realm-1.5",
    pages = "63--79",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{li-etal-2025-aid,
    title = "{AID}-Agent: An {LLM}-Agent for Advanced Extraction and Integration of Documents",
    author = "Li, Bin  and
      Conen, Jannis  and
      Aller, Felix",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.6/",
    doi = "10.18653/v1/2025.realm-1.6",
    pages = "80--88",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{sundar-etal-2025-hidden,
    title = "Hidden Forms: A Dataset to Fill Masked Interfaces from Language Commands",
    author = "Sundar, Anirudh  and
      Richardson, Christopher  and
      Gay, William  and
      Reichman, Benjamin  and
      Heck, Larry",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.7/",
    doi = "10.18653/v1/2025.realm-1.7",
    pages = "89--96",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{roberts-etal-2025-large,
    title = "Do Large Language Models Learn Human-Like Strategic Preferences?",
    author = "Roberts, Jesse  and
      Moore, Kyle  and
      Fisher, Douglas",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.8/",
    doi = "10.18653/v1/2025.realm-1.8",
    pages = "97--108",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{gabison-xian-2025-inherent,
    title = "Inherent and emergent liability issues in {LLM}-based agentic systems: a principal-agent perspective",
    author = "Gabison, Garry A.  and
      Xian, R. Patrick",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.9/",
    doi = "10.18653/v1/2025.realm-1.9",
    pages = "109--130",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{lippmann-etal-2025-positive,
    title = "Positive Experience Reflection for Agents in Interactive Text Environments",
    author = "Lippmann, Philip  and
      Spaan, Matthijs T. J.  and
      Yang, Jie",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.10/",
    doi = "10.18653/v1/2025.realm-1.10",
    pages = "131--142",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{mansour-etal-2025-paars,
    title = "{PAARS}: Persona Aligned Agentic Retail Shoppers",
    author = "Mansour, Saab  and
      Perelli, Leonardo  and
      Mainetti, Lorenzo  and
      Davidson, George  and
      D{'}Amato, Stefano",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.11/",
    doi = "10.18653/v1/2025.realm-1.11",
    pages = "143--159",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{kirtac-germano-2025-leveraging,
    title = "Leveraging {LLM}-based sentiment analysis for portfolio optimization with proximal policy optimization",
    author = "Kirtac, Kemal  and
      Germano, Guido",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.12/",
    doi = "10.18653/v1/2025.realm-1.12",
    pages = "160--169",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{srivastav-zhang-2025-safe,
    title = "Safe in Isolation, Dangerous Together: Agent-Driven Multi-Turn Decomposition Jailbreaks on {LLM}s",
    author = "Srivastav, Devansh  and
      Zhang, Xiao",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.13/",
    doi = "10.18653/v1/2025.realm-1.13",
    pages = "170--183",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{polyakov-etal-2025-toolreflection,
    title = "{T}ool{R}eflection: Improving Large Language Models for Real-World {API} Calls with Self-Generated Data",
    author = "Polyakov, Gregory  and
      Alimova, Ilseyar  and
      Abulkhanov, Dmitry  and
      Sedykh, Ivan  and
      Bout, Andrey  and
      Nikolenko, Sergey  and
      Piontkovskaya, Irina",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.14/",
    doi = "10.18653/v1/2025.realm-1.14",
    pages = "184--199",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{farag-etal-2025-conditional,
    title = "Conditional Multi-Stage Failure Recovery for Embodied Agents",
    author = "Farag, Youmna  and
      Stoyanchev, Svetlana  and
      Li, Mohan  and
      Keizer, Simon  and
      Doddipatla, Rama",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.15/",
    doi = "10.18653/v1/2025.realm-1.15",
    pages = "200--227",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{pandian-etal-2025-snap,
    title = "Snap Out of It: A Dual-Process Approach to Mitigating Overthinking in Language Model Reasoning",
    author = "Pandian, Ashish  and
      Lojo, Nelson  and
      Lai, Wei Xun  and
      Lukas, Jackson",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.16/",
    doi = "10.18653/v1/2025.realm-1.16",
    pages = "228--249",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{gadiraju-etal-2025-conversational,
    title = "A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in {FHWA} {I}nfo{H}ighway Web Portal Queries",
    author = "Gadiraju, Sai Surya  and
      Liao, Duoduo  and
      He, Zijie",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.17/",
    doi = "10.18653/v1/2025.realm-1.17",
    pages = "250--258",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{k-etal-2025-study,
    title = "A Study on Leveraging Search and Self-Feedback for Agent Reasoning",
    author = "K, Karthikeyan  and
      Yuan, Michelle  and
      Mansimov, Elman  and
      Margatina, Katerina  and
      Pratik, Anurag  and
      Bonadiman, Daniele  and
      Sunkara, Monica  and
      Zhang, Yi  and
      Benajiba, Yassine",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.18/",
    doi = "10.18653/v1/2025.realm-1.18",
    pages = "259--271",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{lindenbauer-etal-2025-gitgoodbench,
    title = "{G}it{G}ood{B}ench: A Novel Benchmark For Evaluating Agentic Performance On Git",
    author = "Lindenbauer, Tobias  and
      Bogomolov, Egor  and
      Zharov, Yaroslav",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.19/",
    doi = "10.18653/v1/2025.realm-1.19",
    pages = "272--288",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{chen-etal-2025-tcqa2,
    title = "{TCQA}$^2$: A Tiered Conversational {Q}{\&}{A} Agent in Gaming",
    author = "Chen, Ze  and
      Wei, Chengcheng  and
      Zheng, Jiewen  and
      He, Jiarong",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.20/",
    doi = "10.18653/v1/2025.realm-1.20",
    pages = "289--297",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{schmitz-etal-2025-oversight,
    title = "Oversight Structures for Agentic {AI} in Public-Sector Organizations",
    author = "Schmitz, Chris  and
      Rystr{\o}m, Jonathan  and
      Batzner, Jan",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.21/",
    doi = "10.18653/v1/2025.realm-1.21",
    pages = "298--308",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{ventirozos-etal-2025-sure,
    title = "Are You Sure You{'}re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis",
    author = "Ventirozos, Filippos  and
      Appleby, Peter A.  and
      Shardlow, Matthew",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.22/",
    doi = "10.18653/v1/2025.realm-1.22",
    pages = "309--326",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{chen-mu-2025-bridging,
    title = "Bridging the Digital Divide: Empowering Elderly Smartphone Users with Intelligent and Human-Centered Design in Agemate",
    author = "Chen, Liangliang  and
      Mu, Yongzhen",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.23/",
    doi = "10.18653/v1/2025.realm-1.23",
    pages = "327--333",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{ghiasvand-etal-2025-decentralized,
    title = "Decentralized Low-Rank Fine-Tuning of Large Language Models",
    author = "Ghiasvand, Sajjad  and
      Alizadeh, Mahnoosh  and
      Pedarsani, Ramtin",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.24/",
    doi = "10.18653/v1/2025.realm-1.24",
    pages = "334--345",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{xian-etal-2025-measuring,
    title = "Measuring temporal effects of agent knowledge by date-controlled tool use",
    author = "Xian, R. Patrick  and
      Cui, Qiming  and
      Bauer, Stefan  and
      Abbasi-Asl, Reza",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.25/",
    doi = "10.18653/v1/2025.realm-1.25",
    pages = "346--355",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{sugiyama-etal-2025-vistra,
    title = "{V}is{TRA}: Visual Tool-use Reasoning Analyzer for Small Object Visual Question Answering",
    author = "Sugiyama, Hiroaki  and
      Koga, Ko  and
      Nishijima, Toshifumi",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.26/",
    doi = "10.18653/v1/2025.realm-1.26",
    pages = "356--366",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{rozanov-rei-2025-stateact,
    title = "{S}tate{A}ct: Enhancing {LLM} Base Agents via Self-prompting and State-tracking",
    author = "Rozanov, Nikolai  and
      Rei, Marek",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.27/",
    doi = "10.18653/v1/2025.realm-1.27",
    pages = "367--385",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{kang-etal-2025-diamond,
    title = "{DIAMOND}: An {LLM}-Driven Agent for Context-Aware Baseball Highlight Summarization",
    author = "Kang, Jeonghun  and
      Kwon, Soonmok  and
      Lee, Joonseok  and
      Kim, Byung-Hak",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.28/",
    doi = "10.18653/v1/2025.realm-1.28",
    pages = "386--400",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{rentschler-roberts-2025-rl,
    title = "{RL} + Transformer = A General-Purpose Problem Solver",
    author = "Rentschler, Micah  and
      Roberts, Jesse",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.29/",
    doi = "10.18653/v1/2025.realm-1.29",
    pages = "401--410",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{lindenbauer-etal-2025-knowledge,
    title = "From Knowledge to Noise: {CTIM}-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents",
    author = "Lindenbauer, Tobias  and
      Groh, Georg  and
      Schuetze, Hinrich",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.30/",
    doi = "10.18653/v1/2025.realm-1.30",
    pages = "411--427",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{li-etal-2025-frontierscience,
    title = "{F}rontier{S}cience Bench: Evaluating {AI} Research Capabilities in {LLM}s",
    author = "Li, Matthew  and
      Torres-Garcia, Santiago  and
      Halder, Shayan  and
      Kuppa, Phani  and
      O{'}Brien, Sean  and
      Sharma, Vasu  and
      Zhu, Kevin  and
      Dev, Sunishchal",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.31/",
    doi = "10.18653/v1/2025.realm-1.31",
    pages = "428--453",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{zhang-etal-2025-power,
    title = "The Power of Simplicity in {LLM}-Based Event Forecasting",
    author = "Zhang, Meiru  and
      Abbood, Auss  and
      Meng, Zaiqiao  and
      Collier, Nigel",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.32/",
    doi = "10.18653/v1/2025.realm-1.32",
    pages = "454--470",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{punjwani-heck-2025-weight,
    title = "Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced {LLM} Reasoning",
    author = "Punjwani, Saif  and
      Heck, Larry",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.33/",
    doi = "10.18653/v1/2025.realm-1.33",
    pages = "471--485",
    ISBN = "979-8-89176-264-0"
}
@inproceedings{barbi-etal-2025-preventing,
    title = "Preventing Rogue Agents Improves Multi-Agent Collaboration",
    author = "Barbi, Ohav  and
      Yoran, Ori  and
      Geva, Mor",
    editor = "Kamalloo, Ehsan  and
      Gontier, Nicolas  and
      Lu, Xing Han  and
      Dziri, Nouha  and
      Murty, Shikhar  and
      Lacoste, Alexandre",
    booktitle = "Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.realm-1.34/",
    pages = "486--511",
    ISBN = "979-8-89176-264-0"
}