@proceedings{finnlp-ws-2025-1,
    title = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.0/"
}
@inproceedings{biancotti-etal-2025-chat,
    title = "Chat Bankman-Fried: an Exploration of {LLM} Alignment in Finance",
    author = "Biancotti, Claudia  and
      Camassa, Carolina  and
      Coletta, Andrea  and
      Giudice, Oliver  and
      Glielmo, Aldo",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.1/",
    pages = "1--22"
}
@inproceedings{shukla-etal-2025-graphrag,
    title = "{G}raph{RAG} Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation",
    author = "Shukla, Neelesh Kumar  and
      Prabhakar, Prabhat  and
      Thangaraj, Sakthivel  and
      Singh, Sandeep  and
      Sun, Weiyi  and
      Venkatesan, C Prasanna  and
      Krishnamurthy, Viji",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.2/",
    pages = "23--34"
}
@inproceedings{wang-etal-2025-buddie,
    title = "{B}u{DDIE}: A Business Document Dataset for Multi-task Information Extraction",
    author = "Wang, Dongsheng  and
      Zmigrod, Ran  and
      Sibue, Mathieu J.  and
      Pei, Yulong  and
      Babkin, Petr  and
      Brugere, Ivan  and
      Liu, Xiaomo  and
      Navarro, Nacho  and
      Papadimitriou, Antony  and
      Watson, William  and
      Ma, Zhiqiang  and
      Nourbakhsh, Armineh  and
      Shah, Sameena",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.3/",
    pages = "35--47"
}
@inproceedings{zhang-yang-2025-finmoe,
    title = "{F}in{M}o{E}: A {M}o{E}-based Large {C}hinese Financial Language Model",
    author = "Zhang, Xuanyu  and
      Yang, Qing",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.4/",
    pages = "48--53"
}
@inproceedings{kumar-etal-2025-bridging-gap,
    title = "Bridging the Gap: Efficient Cross-Lingual {NER} in Low-Resource Financial Domain",
    author = "Kumar, Sunisth  and
      ElKholy, Mohammed  and
      Liu, Davide  and
      Boulenger, Alexandre",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.5/",
    pages = "54--62"
}
@inproceedings{figueroa-rosero-etal-2025-evaluating,
    title = "Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting",
    author = "Figueroa Rosero, Alexei Gustavo  and
      Grundmann, Paul  and
      Freidank, Julius  and
      Nejdl, Wolfgang  and
      Loeser, Alexander",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.6/",
    pages = "63--75"
}
@inproceedings{harsha-etal-2025-synthetic,
    title = "Synthetic Data Generation Using Large Language Models for Financial Question Answering",
    author = "Harsha, Chetan  and
      Phogat, Karmvir Singh  and
      Dasaratha, Sridhar  and
      Puranam, Sai Akhil  and
      Ramakrishna, Shashishekar",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.7/",
    pages = "76--95"
}
@inproceedings{lin-jang-2025-concept,
    title = "Concept-Based {RAG} Models: A High-Accuracy Fact Retrieval Approach",
    author = "Lin, Cheng-Yu  and
      Jang, Jyh-Shing",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.8/",
    pages = "96--100"
}
@inproceedings{uthayasooriyar-etal-2025-training,
    title = "Training {L}ayout{LM} from Scratch for Efficient Named-Entity Recognition in the Insurance Domain",
    author = "Uthayasooriyar, Benno  and
      Ly, Antoine  and
      Vermet, Franck  and
      Corro, Caio",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.9/",
    pages = "101--110"
}
@inproceedings{klimaszewski-etal-2025-avenibench,
    title = "{A}veni{B}ench: Accessible and Versatile Evaluation of Finance Intelligence",
    author = "Klimaszewski, Mateusz  and
      Chen, Pinzhen  and
      Guillou, Liane  and
      Papaioannou, Ioannis  and
      Haddow, Barry  and
      Birch, Alexandra",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.10/",
    pages = "111--117"
}
@inproceedings{drinkall-etal-2025-forecasting,
    title = "Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative {LLM}s",
    author = "Drinkall, Felix  and
      Pierrehumbert, Janet B.  and
      Zohren, Stefan",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.11/",
    pages = "118--133"
}
@inproceedings{yadav-etal-2025-investigating,
    title = "Investigating the effectiveness of length based rewards in {DPO} for building Conversational Financial Question Answering Systems",
    author = "Yadav, Anushka  and
      Rallabandi, Sai Krishna  and
      Dakle, Parag Pravin  and
      Raghavan, Preethi",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.12/",
    pages = "134--140"
}
@inproceedings{yan-zhu-2025-creditllm,
    title = "{C}redit{LLM}: Constructing Financial {AI} Assistant for Credit Products using Financial {LLM} and Few Data",
    author = "Yan, Sixing  and
      Zhu, Ting",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.13/",
    pages = "141--152"
}
@inproceedings{xu-etal-2025-modeling,
    title = "Modeling Interactions Between Stocks Using {LLM}-Enhanced Graphs for Volume Prediction",
    author = "Xu, Zhiyu  and
      Liu, Yi  and
      Wang, Yuchi  and
      Bao, Ruihan  and
      Harimoto, Keiko  and
      Sun, Xu",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.14/",
    pages = "153--163"
}
@inproceedings{lu-huo-2025-financial,
    title = "Financial Named Entity Recognition: How Far Can {LLM} Go?",
    author = "Lu, Yi-Te  and
      Huo, Yintong",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.15/",
    pages = "164--168"
}
@inproceedings{wang-etal-2025-proxy,
    title = "Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers",
    author = "Wang, Yuxiang  and
      Wang, Yuchi  and
      Liu, Yi  and
      Bao, Ruihan  and
      Harimoto, Keiko  and
      Sun, Xu",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.16/",
    pages = "169--174"
}
@inproceedings{ettaleb-etal-2025-contribution,
    title = "The contribution of {LLM}s to relation extraction in the economic field",
    author = "Ettaleb, Mohamed  and
      Kamel, Mouna  and
      Aussenac-Gilles, Nathalie  and
      Moriceau, V{\'e}ronique",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.17/",
    pages = "175--183"
}
@inproceedings{nishida-utsuro-2025-generating,
    title = "Generating Financial News Articles from Factors of Stock Price Rise / Decline by {LLM}s",
    author = "Nishida, Shunsuke  and
      Utsuro, Takehito",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.18/",
    pages = "184--195"
}
@inproceedings{wang-brorsson-2025-large,
    title = "Can Large language model analyze financial statements well?",
    author = "Wang, Xinlin  and
      Brorsson, Mats",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.19/",
    pages = "196--206"
}
@inproceedings{abdo-etal-2025-amwal,
    title = "{AMWAL}: Named Entity Recognition for {A}rabic Financial News",
    author = "Abdo, Muhammad S.  and
      Hatekar, Yash  and
      Cavar, Damir",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.20/",
    pages = "207--213"
}
@inproceedings{moreno-sandoval-etal-2025-financial,
    title = "The Financial Document Causality Detection Shared Task ({F}in{C}ausal 2025)",
    author = "Moreno Sandoval, Antonio  and
      Carbajo Coronado, Blanca  and
      Porta Zamorano, Jordi  and
      Torterolo Orta, Yanco Amor  and
      Samy, Doaa",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.21/",
    pages = "214--221"
}
@inproceedings{shukla-etal-2025-kulfi,
    title = "{KULF}i Framework: Knowledge Utilization for Optimizing Large Language Models for Financial Causal Reasoning",
    author = "Shukla, Neelesh Kumar  and
      Singh, Sandeep  and
      Prabhakar, Prabhat Kumar  and
      Thangaraj, Sakthivel  and
      Sun, Weiyi  and
      Venkatesan, C Prasanna  and
      Krishnamurthy, Viji",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.22/",
    pages = "222--229"
}
@inproceedings{al-laith-2025-exploring,
    title = "Exploring the Effectiveness of Multilingual and Generative Large Language Models for Question Answering in Financial Texts",
    author = "Al-Laith, Ali",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.23/",
    pages = "230--235"
}
@inproceedings{k-s-etal-2025-clrg,
    title = "{CLRG}@{F}in{C}ausal2025: Cause-Effect Extraction in Finance Domain",
    author = "K S, Vibhavkrishnan  and
      RK Rao, Pattabhi  and
      Lalitha Devi, Sobha",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.24/",
    pages = "236--241"
}
@inproceedings{trivedi-etal-2025-sarang,
    title = "Sarang at {F}in{C}ausal 2025: Contextual {QA} for Financial Causality Detection Combining Extractive and Generative Models",
    author = "Trivedi, Avinash  and
      Toshniwal, Gauri  and
      Sangeetha, Sivanesan  and
      Balasundaram, S.R.",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.25/",
    pages = "242--247"
}
@inproceedings{chatwal-etal-2025-enhancing,
    title = "Enhancing Causal Relationship Detection Using Prompt Engineering and Large Language Models",
    author = "Chatwal, Pulkit  and
      Agarwal, Amit  and
      Mittal, Ankush",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.26/",
    pages = "248--252"
}
@inproceedings{niess-etal-2025-addressing,
    title = "Addressing Hallucination in Causal {Q}{\&}{A}: The Efficacy of Fine-tuning over Prompting in {LLM}s",
    author = "Niess, Georg  and
      Razouk, Houssam  and
      Mandic, Stasa  and
      Kern, Roman",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.27/",
    pages = "253--258"
}
@inproceedings{jeenoor-etal-2025-presiuniv,
    title = "{P}resi{U}niv at {F}in{C}ausal 2025 Shared Task: Applying Fine-tuned Language Models to Explain Financial Cause and Effect with Zero-shot Learning",
    author = "Jeenoor, Medha  and
      Aziz, Madiha  and
      Vaidyanathan, Saipriya Dipika  and
      Samantraya, Avijit  and
      Mathias, Sandeep",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.28/",
    pages = "259--264"
}
@inproceedings{moreno-aviles-vaca-2025-extracting,
    title = "Extracting Financial Causality through {QA}: Insights from {F}in{C}ausal 2025 {S}panish Subtask",
    author = "Moreno Aviles, Marcelo Jose  and
      Vaca, Alejandro",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.29/",
    pages = "265--270"
}
@inproceedings{liu-etal-2025-finnlp,
    title = "{F}in{NLP}-{FNP}-{LLMF}in{L}egal-2025 Shared Task: Financial Misinformation Detection Challenge Task",
    author = "Liu, Zhiwei  and
      Wang, Keyi  and
      Bao, Zhuo  and
      Zhang, Xin  and
      Dong, Jiping  and
      Yang, Kailai  and
      Kabir, Mohsinul  and
      Giannouris, Polydoros  and
      Xing, Rui  and
      Park, Seongchan  and
      Kim, Jaehong  and
      Li, Dong  and
      Xie, Qianqian  and
      Ananiadou, Sophia",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.30/",
    pages = "271--276"
}
@inproceedings{luo-etal-2025-fmd,
    title = "{FMD}-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation",
    author = "Luo, Zheyang  and
      Zhang, Guangbin  and
      Xiao, Jiahao  and
      Zhang, Xuankang  and
      Dou, Yulin  and
      Liu, Jiangming",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.31/",
    pages = "277--282"
}
@inproceedings{singh-etal-2025-ask,
    title = "Ask Asper at the Financial Misinformation Detection Challenge Task: Enhancing Financial Decision-Making: A Dual Approach Using Explainable {LLM}s for Misinformation Detection",
    author = "Singh, Sonal  and
      Mehta, Rahul  and
      Gupta, Yadunath  and
      Chowdhury, Soudip Roy",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.32/",
    pages = "283--287"
}
@inproceedings{kawamura-2025-team,
    title = "Team {FMD} {LLM} at the Financial Misinformation Detection Challenge Task: Exploring Task Structuring and Metadata Impact on Performance",
    author = "Kawamura, Ken",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.33/",
    pages = "288--296"
}
@inproceedings{lee-park-2025-dunamu,
    title = "Dunamu {ML} at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with {LLM}-based Data Augmentation",
    author = "Lee, Dongjun  and
      Park, Heesoo",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.34/",
    pages = "297--301"
}
@inproceedings{purbey-etal-2025-1,
    title = "1-800-{SHARED}-{TASKS} at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains",
    author = "Purbey, Jebish  and
      Gupta, Siddhant  and
      Manali, Nikhil  and
      Pullakhandam, Siddartha  and
      Sharma, Drishti  and
      Srivastava, Ashay  and
      Kadiyala, Ram Mohan Rao",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.35/",
    pages = "302--307"
}
@inproceedings{dmonte-etal-2025-gmu,
    title = "{GMU}-{MU} at the Financial Misinformation Detection Challenge Task: Exploring {LLM}s for Financial Claim Verification",
    author = "Dmonte, Alphaeus  and
      Oruche, Roland R.  and
      Zampieri, Marcos  and
      Ko, Eunmi  and
      Calyam, Prasad",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.36/",
    pages = "308--312"
}
@inproceedings{abburi-etal-2025-deloitte,
    title = "Deloitte (Drocks) at the Financial Misinformation Detection Challenge Task: Enhancing Misinformation Detection through Instruction-Tuned Models",
    author = "Abburi, Harika  and
      Chandler, Alex  and
      Bowen, Edward  and
      Bhattacharya, Sanmitra  and
      Pudota, Nirmala",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.37/",
    pages = "313--320"
}
@inproceedings{cao-etal-2025-capybara,
    title = "Capybara at the Financial Misinformation Detection Challenge Task: Chain-of-Thought Enhanced Financial Misinformation Detection",
    author = "Cao, Yupeng  and
      Li, Haohang  and
      Yu, Yangyang  and
      Javaji, Shashidhar Reddy",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.38/",
    pages = "321--325"
}
@inproceedings{martinez-etal-2025-scalable,
    title = "A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts.",
    author = "Mart{\'i}nez, Santiago  and
      Casta{\~n}eda, Juan Manuel  and
      Manrique, Ruben",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.39/",
    pages = "326--334"
}
@inproceedings{huang-etal-2025-audit,
    title = "Audit-{FT} at the Regulations Challenge Task: An Open-Source Large Language Model for Audit",
    author = "Huang, Jiajia  and
      Jiang, Maowei  and
      Zhu, Haoran",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.40/",
    pages = "335--348"
}
@inproceedings{chantangphol-etal-2025-finmind,
    title = "{F}in{M}ind-{Y}-Me at the Regulations Challenge Task: Financial Mind Your Meaning based on {TH}a{LLE}",
    author = "Chantangphol, Pantid  and
      Balee, Pornchanan  and
      Sucharitpongpan, Kantapong  and
      Saetia, Chanatip  and
      Chalothorn, Tawunrat",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.41/",
    pages = "349--362"
}
@inproceedings{wang-etal-2025-finnlp,
    title = "{F}in{NLP}-{FNP}-{LLMF}in{L}egal-2025 Shared Task: Regulations Challenge",
    author = "Wang, Keyi  and
      Patel, Jaisal  and
      Shen, Charlie  and
      Kim, Daniel  and
      Zhu, Andy  and
      Lin, Alex  and
      Borella, Luca  and
      Osborne, Cailean  and
      White, Matt  and
      Yang, Steve  and
      Xiao, Kairong  and
      Liu, Xiao-Yang",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.42/",
    pages = "363--370"
}
@inproceedings{jiang-etal-2025-intellichain,
    title = "{I}ntelli{C}hain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation",
    author = "Jiang, Shijia  and
      Dai, Yongfu  and
      Jia, Haochen  and
      Wang, Yuxin  and
      Wang, Hao",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.43/",
    pages = "371--384"
}
@inproceedings{nararatwong-etal-2025-fin,
    title = "Fin-{DBQA} Shared-task: Database Querying and Reasoning",
    author = "Nararatwong, Rungsiman  and
      Kertkeidkachorn, Natthawut  and
      Takamura, Hiroya  and
      Ichise, Ryutaro",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.44/",
    pages = "385--391"
}
@inproceedings{strich-2025-adapt,
    title = "Adapt {LLM} for Multi-turn Reasoning {QA} using Tidy Data",
    author = "Strich, Jan",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.45/",
    pages = "392--400"
}
@inproceedings{yu-etal-2025-finnlp,
    title = "{F}in{NLP}-{FNP}-{LLMF}in{L}egal @ {COLING} 2025 Shared Task: Agent-Based Single Cryptocurrency Trading Challenge",
    author = "Yu, Yangyang  and
      Li, Haohang  and
      Cao, Yupeng  and
      Wang, Keyi  and
      Deng, Zhiyang  and
      Yao, Zhiyuan  and
      Jiang, Yuechen  and
      Li, Dong  and
      Weng, Ruey-Ling  and
      Suchow, Jordan W.",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.46/",
    pages = "401--406"
}
@inproceedings{wang-etal-2025-sams,
    title = "{S}am{'}s Fans at the Crypto Trading Challenge Task: A Threshold-Based Decision Approach Based on {F}in{M}em Framework",
    author = "Wang, You  and
      Wei, Jingyi  and
      Ye, Mingsong",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.47/",
    pages = "407--413"
}
@inproceedings{agarkov-etal-2025-300k,
    title = "300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models",
    author = "Agarkov, Artem  and
      Kulik, Mihail  and
      Shmyrkov, Leonid",
    editor = "Chen, Chung-Chi  and
      Moreno-Sandoval, Antonio  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.finnlp-1.48/",
    pages = "414--422"
}