@proceedings{finnlp-2023-financial,
    title = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.0/"
}
@inproceedings{yan-etal-2023-model,
    title = "Model-Agnostic Meta-Learning for Natural Language Understanding Tasks in Finance",
    author = "Yan, Bixing  and
      Chen, Shaoling  and
      He, Yuxuan  and
      Li, Zhihan",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.1/",
    pages = "1--12"
}
@inproceedings{fang-etal-2023-chatgpt,
    title = "{C}hat{GPT} as Data Augmentation for Compositional Generalization: A Case Study in Open Intent Detection",
    author = "Fang, Yihao  and
      Li, Xianzhi  and
      Thomas, Stephen  and
      Zhu, Xiaodan",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.2/",
    pages = "13--33"
}
@inproceedings{son-etal-2023-beyond,
    title = "Beyond Classification: Financial Reasoning in State-of-the-Art Language Models",
    author = "Son, Guijin  and
      Jung, Hanearl  and
      Hahm, Moonjeong  and
      Na, Keonju  and
      Jin, Sol",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.3/",
    pages = "34--44"
}
@inproceedings{kannan-seki-2023-textual,
    title = "Textual Evidence Extraction for {ESG} Scores",
    author = "Kannan, Naoki  and
      Seki, Yohei",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.4/",
    pages = "45--54"
}
@inproceedings{cao-etal-2023-scalable,
    title = "A Scalable and Adaptive System to Infer the Industry Sectors of Companies: Prompt + Model Tuning of Generative Language Models",
    author = "Cao, Lele  and
      von Ehrenheim, Vilhelm  and
      Berghult, Astrid  and
      Henje, Cecilia  and
      Stahl, Richard Anselmo  and
      Wandborg, Joar  and
      Stan, Sebastian  and
      Catovic, Armin  and
      Ferm, Erik  and
      Ingelhag, Hannes",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.5/",
    pages = "55--62"
}
@inproceedings{loukas-etal-2023-using,
    title = "Using Deep Learning to Find the Next Unicorn: A Practical Synthesis on Optimization Target, Feature Selection, Data Split and Evaluation Strategy",
    author = "Cao, Lele  and
      von Ehrenheim, Vilhelm  and
      Krakowski, Sebastian  and
      Li, Xiaoxue  and
      Lutz, Alexandra",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.6/",
    pages = "63--73"
}
@inproceedings{liang-etal-2023-breaking,
    title = "Breaking the Bank with {C}hat{GPT}: Few-Shot Text Classification for Finance",
    author = "Loukas, Lefteris  and
      Stogiannidis, Ilias  and
      Malakasiotis, Prodromos  and
      Vassos, Stavros",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.7/",
    pages = "74--80"
}
@inproceedings{lambruschini-etal-2023-derisk,
    title = "{D}e{R}isk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data",
    author = "Liang, Yancheng  and
      Zhang, Jiajie  and
      Li, Hui  and
      Liu, Xiaochen  and
      Hu, Yi  and
      Wu, Yong  and
      Zhang, Jinyao  and
      Liu, Yongyan  and
      Wu, Yi",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.8/",
    pages = "81--93"
}
@inproceedings{gopalakrishnan-etal-2023-reducing,
    title = "Reducing tokenizer{'}s tokens per word ratio in Financial domain with {T}-{M}u{F}in {BERT} Tokenizer",
    author = "Lambruschini, Braulio Blanco  and
      Becerra-Sanchez, Patricia  and
      Brorsson, Mats  and
      Zurad, Maciej",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.9/",
    pages = "94--103"
}
@inproceedings{cm-etal-2023-loki,
    title = "{L}o{KI}:Money Laundering Report Generation via Logical Table-to-Text using Meta Learning",
    author = "Cm, Harika  and
      Das, Debasmita  and
      V, Ram Ganesh  and
      Ranjan, Rajesh Kumar  and
      Asthana, Siddhartha",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.10/",
    pages = "104--110"
}
@inproceedings{chen-etal-2023-multi-lingual,
    title = "Multi-Lingual {ESG} Issue Identification",
    author = {Chen, Chung-Chi  and
      Tseng, Yu-Min  and
      Kang, Juyeon  and
      Lhuissier, Ana{\"i}s  and
      Day, Min-Yuh  and
      Tu, Teng-Tsai  and
      Chen, Hsin-Hsi},
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.11/",
    pages = "111--115"
}
@inproceedings{wang-etal-2023-leveraging,
    title = "Leveraging Contrastive Learning with {BERT} for {ESG} Issue Identification",
    author = "Wang, Weiwei  and
      Wei, Wenyang  and
      Song, Qingyuan  and
      Wang, Yansong",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.12/",
    pages = "116--120"
}
@inproceedings{pontes-etal-2023-leveraging,
    title = "Leveraging {BERT} Language Models for Multi-Lingual {ESG} Issue Identification",
    author = "Pontes, Elvys Linhares  and
      Benjannet, Mohamed  and
      Ming, Lam Kim",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.13/",
    pages = "121--126"
}
@inproceedings{lee-etal-2023-easyguide,
    title = "{E}a{S}y{G}uide : {ESG} Issue Identification Framework leveraging Abilities of Generative Large Language Models",
    author = "Lee, Hanwool  and
      Choi, Jonghyun  and
      Kwon, Sohyeon  and
      Jung, Sungbum",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.14/",
    pages = "127--132"
}
@inproceedings{glenn-etal-2023-jetsons,
    title = "Jetsons at the {F}in{NLP}-2023: Using Synthetic Data and Transfer Learning for Multilingual {ESG} Issue Classification",
    author = "Glenn, Parker  and
      Gon, Alolika  and
      Kohli, Nikhil  and
      Zha, Sihan  and
      Dakle, Parag Pravin  and
      Raghavan, Preethi",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.15/",
    pages = "133--139"
}
@inproceedings{mashkin-chersoni-2023-hkesg,
    title = "{HKESG} at the {ML}-{ESG} Task: Exploring Transformer Representations for Multilingual {ESG} Issue Identification",
    author = "Mashkin, Ivan  and
      Chersoni, Emmanuele",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.16/",
    pages = "140--145"
}
@inproceedings{billert-conrad-2023-team,
    title = "Team {HHU} at the {F}in{NLP}-2023 {ML}-{ESG} Task: A Multi-Model Approach to {ESG}-Key-Issue Classification",
    author = "Billert, Fabian  and
      Conrad, Stefan",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.finnlp-1.17/",
    pages = "146--150"
}