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The Competition on Legal Information Extraction/Entailment (COLIEE) is held annually to encourage advancements in the automatic processing of legal texts.
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BERT-Based Ensemble Model for Statute Law Retrieval and Legal Information Entailment. In New Frontiers in Artificial Intelligence: JSAI-isAI 2020 Workshops, JURISIN, LENLS 2020 Workshops, Virtual Event, November 15–17, 2020, Revised Selected Papers 12 . Springer, 226–239
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Legal norm retrieval with variations of the bert model combined with tf-idf vectorization. In Proceedings of the eighteenth international conference on artificial intelligence and law . 285–294
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Bert-based ensemble methods for information retrieval and legal textual entailment in coliee statute law task
M. Yoshioka, Y. Suzuki, and Y Aoki. 2021 · 2021
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Using deep learning approaches for tackling legal’s challenges (COLIEE 2022). In Sixteenth International Workshop on Juris-informatics (JURISIN)
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Legal Textual Entailment Using Ensemble of Rule-Based and BERT-Based Method with Data Augmentation by Related Article Generation. In New Frontiers in Artificial Intelligence: JSAI-isAI 2022 Workshop, JURISIN 2022, and JSAI 2022 International Session, Kyoto, Japan, June 12–17, 2022, Revised Selected Papers . Springer, 138–153
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Thuir@ coliee-2020: Leveraging semantic understanding and exact matching for legal case retrieval and entailment
Yunqiu Shao, Bulou Liu, Jiaxin Mao, Yiqun Liu, Min Zhang, and Shaoping Ma. 2020 · 2020
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Predicate’s argument resolver and entity abstraction for legal question answering: Kis teams at coliee 2021 shared task. In Proceedings of the COLIEE Workshop in ICAIL
Masaki Fujita, Naoki Kiyota, and Yoshinobu Kano. 2021 · 2021
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Bm25 and transformer-based legal information extraction and entailment. In Proceedings of the COLIEE Workshop in ICAIL
MY Kim, J Rabelo, and R Goebel. 2021 · 2021
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Siat@ coliee-2021: Combining statistics recall and semantic ranking for legal case retrieval and entailment. In Proceedings of the COLIEE Workshop in ICAIL
J Li, X Zhao, J Liu, J Wen, and M Yang. 2021 · 2021
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Retrieving legal cases from a large-scale candidate corpus
Yixiao Ma, Yunqiu Shao, Bulou Liu, Yiqun Liu, Min Zhang, and Shaoping Ma. 2021 · 2021
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Jnlp team: Deep learning approaches for legal processing tasks in coliee 2021
Ha-Thanh Nguyen, Phuong Minh Nguyen, Thi-Hai-Yen Vuong, Quan Minh Bui, Chau Minh Nguyen, Binh Tran Dang, Vu Tran, Minh Le Nguyen, and Ken Satoh. 2021a · 2021
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ParaLaw Nets–Cross-lingual Sentence-level Pretraining for Legal Text Processing
Ha-Thanh Nguyen, Vu Tran, Phuong Minh Nguyen, Thi-Hai-Yen Vuong, Quan Minh Bui, Chau Minh Nguyen, Binh Tran Dang, Minh Le Nguyen, and Ken Satoh. 2021c · 2021
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To tune or not to tune? zero-shot models for legal case entailment. In Proceedings of the Eighteenth International Conference on Artificial Intelligence and Law . 295–300
Guilherme Moraes Rosa, Ruan Chaves Rodrigues, Roberto de Alencar Lotufo, and Rodrigo Nogueira. 2021 · 2021
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Masaki Fujita, Takaaki Onaga, Ayaka Ueyama, and Yoshinobu Kano. 2023 · 2022
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COLIEE 2022 Summary: Methods for Legal Document Retrieval and Entailment. In New Frontiers in Artificial Intelligence: JSAI-isAI 2022 Workshop, JURISIN 2022, and JSAI 2022 International Session, Kyoto, Japan, June 12–17, 2022, Revised Selected Papers . Springer, 51–67
Mi-Young Kim, Juliano Rabelo, Randy Goebel, Masaharu Yoshioka, Yoshinobu Kano, and Ken Satoh. 2023 · 2022
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Rethinking attention: An attempting on revaluing attention weight with disjunctive union of longest uncommon subsequence for legal queries answering. I
M. Lin, S.C. Huang, and H.L. Shao. 2022 · 2022
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A Legal Information Retrieval System for Statute Law. In Recent Challenges in Intelligent Information and Database Systems: 14th Asian Conference, ACIIDS 2022, Ho Chi Minh City, Vietnam, November 28-30, 2022, Proceedings . Springer, 370–382
Chau Nguyen, Nguyen-Khang Le, Dieu-Hien Nguyen, Phuong Nguyen, and Le-Minh Nguyen. 2022 · 2022
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Semantic-based classification of relevant case law. In New Frontiers in Artificial Intelligence: JSAI-isAI 2022 Workshop, JURISIN 2022, and JSAI 2022 International Session, Kyoto, Japan, June 12–17, 2022, Revised Selected Papers . Springer, 84–95
Juliano Rabelo, Mi-Young Kim, and Randy Goebel. 2023 · 2022
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Billions of Parameters Are Worth More Than In-domain Training Data: A case study in the Legal Case Entailment Task
Guilherme Rosa, Luiz Bonifacio, Vitor Jeronymo, Roberto Lotufo, and Rodrigo Nogueira. 2022b · 2022
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Billions of parameters are worth more than in-domain training data: A case study in the legal case entailment task
Guilherme Moraes Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio, Roberto Lotufo, and Rodrigo Nogueira. 2022a · 2022
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Using textbook knowledge for statute retrieval and entailment classification. In New Frontiers in Artificial Intelligence: JSAI-isAI 2022 Workshop, JURISIN 2022, and JSAI 2022 International Session, Kyoto, Japan, June 12–17, 2022, Revised Selected Papers . Springer, 125–137
Sabine Wehnert, Libin Kutty, and Ernesto William De Luca. 2023 · 2022
Later among the works it cites.
HUKB at the COLIEE 2022 statute law task. In New Frontiers in Artificial Intelligence: JSAI-isAI 2022 Workshop, JURISIN 2022, and JSAI 2022 International Session, Kyoto, Japan, June 12–17, 2022, Revised Selected Papers . Springer, 109–124
Masaharu Yoshioka, Youta Suzuki, and Yasuhiro Aoki. 2023 · 2022
Later among the works it cites.