@proceedings{finnlp-2022-financial,
    title = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.0/",
    doi = "10.18653/v1/2022.finnlp-1.0"
}
@inproceedings{nguyen-etal-2022-contextualizing,
    title = "Contextualizing Emerging Trends in Financial News Articles",
    author = {Nguyen, Nhu Khoa  and
      Delahaut, Thierry  and
      Boros, Emanuela  and
      Doucet, Antoine  and
      Lejeune, Ga{\"e}l},
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.1/",
    doi = "10.18653/v1/2022.finnlp-1.1",
    pages = "1--9"
}
@inproceedings{liang-etal-2022-astbert,
    title = "{A}st{BERT}: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees",
    author = "Liang, Rong  and
      Zhang, Tiehua  and
      Lu, Yujie  and
      Liu, Yuze  and
      Huang, Zhen  and
      Chen, Xin",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.2/",
    doi = "10.18653/v1/2022.finnlp-1.2",
    pages = "10--17"
}
@inproceedings{yan-2022-disentangled,
    title = "Disentangled Variational Topic Inference for Topic-Accurate Financial Report Generation",
    author = "Yan, Sixing",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.3/",
    doi = "10.18653/v1/2022.finnlp-1.3",
    pages = "18--24"
}
@inproceedings{kim-etal-2022-toward,
    title = "Toward Privacy-preserving Text Embedding Similarity with Homomorphic Encryption",
    author = "Kim, Donggyu  and
      Lee, Garam  and
      Oh, Sungwoo",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.4/",
    doi = "10.18653/v1/2022.finnlp-1.4",
    pages = "25--36"
}
@inproceedings{pei-etal-2022-tweetfinsent,
    title = "{T}weet{F}in{S}ent: A Dataset of Stock Sentiments on {T}witter",
    author = "Pei, Yulong  and
      Mbakwe, Amarachi  and
      Gupta, Akshat  and
      Alamir, Salwa  and
      Lin, Hanxuan  and
      Liu, Xiaomo  and
      Shah, Sameena",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.5/",
    doi = "10.18653/v1/2022.finnlp-1.5",
    pages = "37--47"
}
@inproceedings{pataci-etal-2022-stock,
    title = "Stock Price Volatility Prediction: A Case Study with {A}uto{ML}",
    author = "Pataci, Hilal  and
      Li, Yunyao  and
      Katsis, Yannis  and
      Zhu, Yada  and
      Popa, Lucian",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.6/",
    doi = "10.18653/v1/2022.finnlp-1.6",
    pages = "48--57"
}
@inproceedings{pataci-etal-2022-digicall,
    title = "{D}igi{C}all: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning Calls",
    author = "Pataci, Hilal  and
      Sun, Kexuan  and
      Ravichandran, T.",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.7/",
    doi = "10.18653/v1/2022.finnlp-1.7",
    pages = "58--67"
}
@inproceedings{li-etal-2022-learning-better,
    title = "Learning Better Intent Representations for Financial Open Intent Classification",
    author = "Li, Xianzhi  and
      Aitken, Will  and
      Zhu, Xiaodan  and
      Thomas, Stephen W.",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.8/",
    doi = "10.18653/v1/2022.finnlp-1.8",
    pages = "68--77"
}
@inproceedings{balakrishnan-etal-2022-exploring,
    title = "Exploring Robustness of Prefix Tuning in Noisy Data: A Case Study in Financial Sentiment Analysis",
    author = "Balakrishnan, Sudhandar  and
      Fang, Yihao  and
      Zhu, Xiaodan",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.9/",
    doi = "10.18653/v1/2022.finnlp-1.9",
    pages = "78--88"
}
@inproceedings{kazemian-etal-2022-taxonomical,
    title = "A Taxonomical {NLP} Blueprint to Support Financial Decision Making through Information-Centred Interactions",
    author = "Kazemian, Siavash  and
      Munteanu, Cosmin  and
      Penn, Gerald",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.10/",
    doi = "10.18653/v1/2022.finnlp-1.10",
    pages = "89--98"
}
@inproceedings{chen-etal-2022-overview,
    title = "Overview of the {F}in{NLP}-2022 {ERAI} Task: Evaluating the Rationales of Amateur Investors",
    author = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.11/",
    doi = "10.18653/v1/2022.finnlp-1.11",
    pages = "99--103"
}
@inproceedings{wiriyathammabhum-2022-promptshots,
    title = "{P}rompt{S}hots at the {F}in{NLP}-2022 {ERAI} Task: Pairwise Comparison and Unsupervised Ranking",
    author = "Wiriyathammabhum, Peratham",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.12/",
    doi = "10.18653/v1/2022.finnlp-1.12",
    pages = "104--110"
}
@inproceedings{ghosh-naskar-2022-lipi-finnlp,
    title = "{LIPI} at the {F}in{NLP}-2022 {ERAI} Task: Ensembling Sentence Transformers for Assessing Maximum Possible Profit and Loss from Online Financial Posts",
    author = "Ghosh, Sohom  and
      Naskar, Sudip Kumar",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.13/",
    doi = "10.18653/v1/2022.finnlp-1.13",
    pages = "111--115"
}
@inproceedings{lyu-etal-2022-dcu-ml,
    title = "{DCU}-{ML} at the {F}in{NLP}-2022 {ERAI} Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors",
    author = "Lyu, Chenyang  and
      Ji, Tianbo  and
      Zhou, Liting",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.14/",
    doi = "10.18653/v1/2022.finnlp-1.14",
    pages = "116--121"
}
@inproceedings{zou-etal-2022-uoa,
    title = "{UOA} at the {F}in{NLP}-2022 {ERAI} Task: Leveraging the Class Label Description for Financial Opinion Mining",
    author = "Zou, Jinan  and
      Cao, Haiyao  and
      Liu, Yanxi  and
      Liu, Lingqiao  and
      Abbasnejad, Ehsan  and
      Shi, Javen Qinfeng",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.15/",
    doi = "10.18653/v1/2022.finnlp-1.15",
    pages = "122--126"
}
@inproceedings{qin-etal-2022-aiml,
    title = "ai{ML} at the {F}in{NLP}-2022 {ERAI} Task: Combining Classification and Regression Tasks for Financial Opinion Mining",
    author = "Qin, Zhaoxuan  and
      Zou, Jinan  and
      Luo, Qiaoyang  and
      Cao, Haiyao  and
      Jiao, Yang",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.16/",
    doi = "10.18653/v1/2022.finnlp-1.16",
    pages = "127--131"
}
@inproceedings{zhuang-ren-2022-yet,
    title = "Yet at the {F}in{NLP}-2022 {ERAI} Task: Modified models for evaluating the Rationales of Amateur Investors",
    author = "Zhuang, Yan  and
      Ren, Fuji",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.17/",
    doi = "10.18653/v1/2022.finnlp-1.17",
    pages = "132--135"
}
@inproceedings{trust-minghim-2022-ldpp,
    title = "{LDPP} at the {F}in{NLP}-2022 {ERAI} Task: Determinantal Point Processes and Variational Auto-encoders for Identifying High-Quality Opinions from a pool of Social Media Posts",
    author = "Trust, Paul  and
      Minghim, Rosane",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.18/",
    doi = "10.18653/v1/2022.finnlp-1.18",
    pages = "136--140"
}
@inproceedings{gon-etal-2022-jetsons,
    title = "Jetsons at the {F}in{NLP}-2022 {ERAI} Task: {BERT}-{C}hinese for mining high {MPP} posts",
    author = "Gon, Alolika  and
      Zha, Sihan  and
      Rallabandi, Sai Krishna  and
      Dakle, Parag Pravin  and
      Raghavan, Preethi",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.19/",
    doi = "10.18653/v1/2022.finnlp-1.19",
    pages = "141--146"
}
@inproceedings{li-etal-2022-stock,
    title = "No Stock is an Island: Learning Internal and Relational Attributes of Stocks with Contrastive Learning",
    author = "Li, Shicheng  and
      Li, Wei  and
      Zhang, Zhiyuan  and
      Bao, Ruihan  and
      Harimoto, Keiko  and
      Sun, Xu",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.20/",
    doi = "10.18653/v1/2022.finnlp-1.20",
    pages = "147--153"
}
@inproceedings{sharpe-decker-2022-prospectus,
    title = "Prospectus Language and {IPO} Performance",
    author = "Sharpe, Jared  and
      Decker, Keith",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.21/",
    doi = "10.18653/v1/2022.finnlp-1.21",
    pages = "154--162"
}
@inproceedings{alhamzeh-etal-2022-time,
    title = "It{'}s Time to Reason: Annotating Argumentation Structures in Financial Earnings Calls: The {F}in{A}rg Dataset",
    author = {Alhamzeh, Alaa  and
      Fonck, Romain  and
      Versm{\'e}e, Erwan  and
      Egyed-Zsigmond, El{\"o}d  and
      Kosch, Harald  and
      Brunie, Lionel},
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.22/",
    doi = "10.18653/v1/2022.finnlp-1.22",
    pages = "163--169"
}
@inproceedings{khaldi-etal-2022-teacher,
    title = "How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction",
    author = "Khaldi, Hadjer  and
      Benamara, Farah  and
      Pradel, Camille  and
      Aussenac-Gilles, Nathalie",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.23/",
    doi = "10.18653/v1/2022.finnlp-1.23",
    pages = "170--177"
}
@inproceedings{zou-etal-2022-astock,
    title = "Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model",
    author = "Zou, Jinan  and
      Cao, Haiyao  and
      Liu, Lingqiao  and
      Lin, Yuhao  and
      Abbasnejad, Ehsan  and
      Shi, Javen Qinfeng",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.24/",
    doi = "10.18653/v1/2022.finnlp-1.24",
    pages = "178--186"
}
@inproceedings{arno-etal-2022-next,
    title = "Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines",
    author = "Arno, Henri  and
      Mulier, Klaas  and
      Baeck, Joke  and
      Demeester, Thomas",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.25/",
    doi = "10.18653/v1/2022.finnlp-1.25",
    pages = "187--195"
}
@inproceedings{ruan-etal-2022-adak,
    title = "{A}da{K}-{NER}: An Adaptive Top-K Approach for Named Entity Recognition with Incomplete Annotations",
    author = "Ruan, Hongtao  and
      Zheng, Liying  and
      Hu, Peixian",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.26/",
    doi = "10.18653/v1/2022.finnlp-1.26",
    pages = "196--202"
}
@inproceedings{seroyizhko-etal-2022-sentiment,
    title = "A Sentiment and Emotion Annotated Dataset for Bitcoin Price Forecasting Based on {R}eddit Posts",
    author = "Seroyizhko, Pavlo  and
      Zhexenova, Zhanel  and
      Shafiq, Muhammad Zohaib  and
      Merizzi, Fabio  and
      Galassi, Andrea  and
      Ruggeri, Federico",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.27/",
    doi = "10.18653/v1/2022.finnlp-1.27",
    pages = "203--210"
}
@inproceedings{kang-el-maarouf-2022-finsim4,
    title = "{F}in{S}im4-{ESG} Shared Task: Learning Semantic Similarities for the Financial Domain. Extended edition to {ESG} insights",
    author = "Kang, Juyeon  and
      El Maarouf, Ismail",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.28/",
    doi = "10.18653/v1/2022.finnlp-1.28",
    pages = "211--217"
}
@inproceedings{linhares-pontes-etal-2022-using,
    title = "Using Contextual Sentence Analysis Models to Recognize {ESG} Concepts",
    author = "Linhares Pontes, Elvys  and
      Ben Jannet, Mohamed  and
      Moreno, Jose G.  and
      Doucet, Antoine",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.29/",
    doi = "10.18653/v1/2022.finnlp-1.29",
    pages = "218--223"
}
@inproceedings{tian-etal-2022-automatic,
    title = "Automatic Term and Sentence Classification Via Augmented Term and Pre-trained language model in {ESG} Taxonomy texts",
    author = "Tian, Ke  and
      Zhang, Zepeng  and
      Chen, Hua",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.30/",
    doi = "10.18653/v1/2022.finnlp-1.30",
    pages = "224--227"
}
@inproceedings{koloski-etal-2022-knowledge,
    title = "Knowledge informed sustainability detection from short financial texts",
    author = "Koloski, Boshko  and
      Montariol, Syrielle  and
      Purver, Matthew  and
      Pollak, Senja",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.31/",
    doi = "10.18653/v1/2022.finnlp-1.31",
    pages = "228--234"
}
@inproceedings{goel-etal-2022-tcs,
    title = "{TCS} {WITM} 2022@{F}in{S}im4-{ESG}: Augmenting {BERT} with Linguistic and Semantic features for {ESG} data classification",
    author = "Goel, Tushar  and
      Chauhan, Vipul  and
      Sangwan, Suyash  and
      Verma, Ishan  and
      Dasgupta, Tirthankar  and
      Dey, Lipika",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.32/",
    doi = "10.18653/v1/2022.finnlp-1.32",
    pages = "235--242"
}
@inproceedings{ghosh-naskar-2022-ranking,
    title = "Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts",
    author = "Ghosh, Sohom  and
      Naskar, Sudip Kumar",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.33/",
    doi = "10.18653/v1/2022.finnlp-1.33",
    pages = "243--249"
}
@inproceedings{dakle-etal-2022-using,
    title = "Using Transformer-based Models for Taxonomy Enrichment and Sentence Classification",
    author = "Dakle, Parag Pravin  and
      Patil, Shrikumar  and
      Rallabandi, Sai Krishna  and
      Hegde, Chaitra  and
      Raghavan, Preethi",
    editor = "Chen, Chung-Chi  and
      Huang, Hen-Hsen  and
      Takamura, Hiroya  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP)",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates (Hybrid)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.finnlp-1.34/",
    doi = "10.18653/v1/2022.finnlp-1.34",
    pages = "250--258"
}