@proceedings{nllp-2024-1,
    title = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.0/",
    doi = "10.18653/v1/2024.nllp-1.0"
}
@inproceedings{c-r-etal-2024-legen,
    title = "{L}e{G}en: Complex Information Extraction from Legal sentences using Generative Models",
    author = "C R, Chaitra  and
      Kulkarni, Sankalp  and
      Sagi, Sai Rama Akash Varma  and
      Pandey, Shashank  and
      Yalavarthy, Rohit  and
      Chakraborty, Dipanjan  and
      Upadhyay, Prajna Devi",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.1/",
    doi = "10.18653/v1/2024.nllp-1.1",
    pages = "1--17"
}
@inproceedings{sie-etal-2024-summarizing,
    title = "Summarizing Long Regulatory Documents with a Multi-Step Pipeline",
    author = "Sie, Mika  and
      Beek, Ruby  and
      Bots, Michiel  and
      Brinkkemper, Sjaak  and
      Gatt, Albert",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.2/",
    doi = "10.18653/v1/2024.nllp-1.2",
    pages = "18--32"
}
@inproceedings{liu-etal-2024-enhancing-legal,
    title = "Enhancing Legal Expertise in Large Language Models through Composite Model Integration: The Development and Evaluation of Law-Neo",
    author = "Liu, Zhihao  and
      Zhu, Yanzhen  and
      Lu, Mengyuan",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.3/",
    doi = "10.18653/v1/2024.nllp-1.3",
    pages = "33--41"
}
@inproceedings{meghdadi-inkpen-2024-uottawa,
    title = "u{O}ttawa at {L}egal{L}ens-2024: Transformer-based Classification Experiments",
    author = "Meghdadi, Nima  and
      Inkpen, Diana",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.4/",
    doi = "10.18653/v1/2024.nllp-1.4",
    pages = "42--47"
}
@inproceedings{beauchemin-etal-2024-quebec,
    title = "{Q}uebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation",
    author = "Beauchemin, David  and
      Khoury, Richard  and
      Gagnon, Zachary",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.5/",
    doi = "10.18653/v1/2024.nllp-1.5",
    pages = "48--60"
}
@inproceedings{nigam-etal-2024-rethinking,
    title = "Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models",
    author = "Nigam, Shubham Kumar  and
      Deroy, Aniket  and
      Maity, Subhankar  and
      Bhattacharya, Arnab",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.6/",
    doi = "10.18653/v1/2024.nllp-1.6",
    pages = "61--80"
}
@inproceedings{xie-etal-2024-clc,
    title = "The {CLC}-{UKET} Dataset: Benchmarking Case Outcome Prediction for the {UK} Employment Tribunal",
    author = "Xie, Huiyuan  and
      Steffek, Felix  and
      De Faria, Joana  and
      Carter, Christine  and
      Rutherford, Jonathan",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.7/",
    doi = "10.18653/v1/2024.nllp-1.7",
    pages = "81--96"
}
@inproceedings{mali-etal-2024-information,
    title = "Information Extraction for Planning Court Cases",
    author = "Mali, Drish  and
      Mali, Rubash  and
      Barale, Claire",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.8/",
    doi = "10.18653/v1/2024.nllp-1.8",
    pages = "97--114"
}
@inproceedings{itani-etal-2024-automated,
    title = "Automated Anonymization of Parole Hearing Transcripts",
    author = "Itani, Abed  and
      Siskou, Wassiliki  and
      Hautli-Janisz, Annette",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.9/",
    doi = "10.18653/v1/2024.nllp-1.9",
    pages = "115--128"
}
@inproceedings{tan-etal-2024-towards-automated,
    title = "Towards an Automated Pointwise Evaluation Metric for Generated Long-Form Legal Summaries",
    author = "Tan, Shao Min  and
      Grail, Quentin  and
      Quartey, Lee",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.10/",
    doi = "10.18653/v1/2024.nllp-1.10",
    pages = "129--142"
}
@inproceedings{narendra-etal-2024-enhancing,
    title = "Enhancing Contract Negotiations with {LLM}-Based Legal Document Comparison",
    author = "Narendra, Savinay  and
      Shetty, Kaushal  and
      Ratnaparkhi, Adwait",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.11/",
    doi = "10.18653/v1/2024.nllp-1.11",
    pages = "143--153"
}
@inproceedings{redelaar-etal-2024-attributed,
    title = "Attributed Question Answering for Preconditions in the {D}utch Law",
    author = "Redelaar, Felicia  and
      Van Drie, Romy  and
      Verberne, Suzan  and
      De Boer, Maaike",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.12/",
    doi = "10.18653/v1/2024.nllp-1.12",
    pages = "154--165"
}
@inproceedings{etcheverry-etal-2024-algorithm,
    title = "Algorithm for Automatic Legislative Text Consolidation",
    author = "Etcheverry, Matias  and
      Real, Thibaud  and
      Chavallard, Pauline",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.13/",
    doi = "10.18653/v1/2024.nllp-1.13",
    pages = "166--175"
}
@inproceedings{trautmann-etal-2024-measuring,
    title = "Measuring the Groundedness of Legal Question-Answering Systems",
    author = "Trautmann, Dietrich  and
      Ostapuk, Natalia  and
      Grail, Quentin  and
      Pol, Adrian  and
      Bonifazi, Guglielmo  and
      Gao, Shang  and
      Gajek, Martin",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.14/",
    doi = "10.18653/v1/2024.nllp-1.14",
    pages = "176--186"
}
@inproceedings{attali-tomeh-2024-transductive,
    title = "Transductive Legal Judgment Prediction Combining {BERT} Embeddings with Delaunay-Based {GNN}s",
    author = "Attali, Hugo  and
      Tomeh, Nadi",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.15/",
    doi = "10.18653/v1/2024.nllp-1.15",
    pages = "187--193"
}
@inproceedings{chowdhury-etal-2024-cross,
    title = "Cross Examine: An Ensemble-based approach to leverage Large Language Models for Legal Text Analytics",
    author = "Chowdhury, Saurav  and
      Joshi, Suyog  and
      Dey, Lipika",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.16/",
    doi = "10.18653/v1/2024.nllp-1.16",
    pages = "194--204"
}
@inproceedings{aspromonte-etal-2024-llms,
    title = "{LLM}s to the Rescue: Explaining {DSA} Statements of Reason with Platform{'}s Terms of Services",
    author = "Aspromonte, Marco  and
      Ferraris, Andrea  and
      Galli, Federico  and
      Contissa, Giuseppe",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.17/",
    doi = "10.18653/v1/2024.nllp-1.17",
    pages = "205--215"
}
@inproceedings{blair-stanek-etal-2024-blt,
    title = "{BLT}: Can Large Language Models Handle Basic Legal Text?",
    author = "Blair-Stanek, Andrew  and
      Holzenberger, Nils  and
      Van Durme, Benjamin",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.18/",
    doi = "10.18653/v1/2024.nllp-1.18",
    pages = "216--232"
}
@inproceedings{cheniki-etal-2024-multi,
    title = "Multi-Property Multi-Label Documents Metadata Recommendation based on Encoder Embeddings",
    author = {Cheniki, Nasredine  and
      Daudaravicius, Vidas  and
      Feliachi, Abdelfettah  and
      Hardy, Didier  and
      K{\"u}ster, Marc Wilhelm},
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.19/",
    doi = "10.18653/v1/2024.nllp-1.19",
    pages = "233--242"
}
@inproceedings{staliunaite-etal-2024-comparative,
    title = "Comparative Study of Explainability Methods for Legal Outcome Prediction",
    author = "Staliunaite, Ieva  and
      Valvoda, Josef  and
      Satoh, Ken",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.20/",
    doi = "10.18653/v1/2024.nllp-1.20",
    pages = "243--258"
}
@inproceedings{bordia-2024-bonafide,
    title = "Bonafide at {L}egal{L}ens 2024 Shared Task: Using Lightweight {D}e{BERT}a Based Encoder For Legal Violation Detection and Resolution",
    author = "Bordia, Shikha",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.21/",
    doi = "10.18653/v1/2024.nllp-1.21",
    pages = "259--266"
}
@inproceedings{chlapanis-etal-2024-lar,
    title = "{LAR}-{ECHR}: A New Legal Argument Reasoning Task and Dataset for Cases of the {E}uropean Court of Human Rights",
    author = "Chlapanis, Odysseas S.  and
      Galanis, Dimitrios  and
      Androutsopoulos, Ion",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.22/",
    doi = "10.18653/v1/2024.nllp-1.22",
    pages = "267--279"
}
@inproceedings{hou-etal-2024-gaps,
    title = "Gaps or Hallucinations? Scrutinizing Machine-Generated Legal Analysis for Fine-grained Text Evaluations",
    author = "Hou, Abe  and
      Jurayj, William  and
      Holzenberger, Nils  and
      Blair-Stanek, Andrew  and
      Van Durme, Benjamin",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.24/",
    doi = "10.18653/v1/2024.nllp-1.24",
    pages = "280--302"
}
@inproceedings{kwak-etal-2024-classify,
    title = "Classify First, and Then Extract: Prompt Chaining Technique for Information Extraction",
    author = "Kwak, Alice  and
      Morrison, Clayton  and
      Bambauer, Derek  and
      Surdeanu, Mihai",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.25/",
    doi = "10.18653/v1/2024.nllp-1.25",
    pages = "303--317"
}
@inproceedings{kadiyala-etal-2024-augmenting,
    title = "Augmenting Legal Decision Support Systems with {LLM}-based {NLI} for Analyzing Social Media Evidence",
    author = "Kadiyala, Ram Mohan Rao  and
      Pullakhandam, Siddartha  and
      Mehreen, Kanwal  and
      Tippareddy, Subhasya  and
      Srivastava, Ashay",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.26/",
    doi = "10.18653/v1/2024.nllp-1.26",
    pages = "318--325"
}
@inproceedings{taranukhin-etal-2024-empowering,
    title = "Empowering Air Travelers: A Chatbot for {C}anadian Air Passenger Rights",
    author = "Taranukhin, Maksym  and
      Ravi, Sahithya  and
      Lukacs, Gabor  and
      Milios, Evangelos  and
      Shwartz, Vered",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.27/",
    doi = "10.18653/v1/2024.nllp-1.27",
    pages = "326--335"
}
@inproceedings{tan-minh-etal-2024-enhancing,
    title = "Enhancing Legal Violation Identification with {LLM}s and Deep Learning Techniques: Achievements in the {L}egal{L}ens 2024 Competition",
    author = "Tan Minh, Nguyen  and
      Ngoc Mai, Duy  and
      Xuan Bach, Le  and
      Huu Dung, Nguyen  and
      Cong Minh, Pham  and
      Nguyen, Ha Thanh  and
      Vuong, Thi Hai Yen",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.28/",
    doi = "10.18653/v1/2024.nllp-1.28",
    pages = "336--345"
}
@inproceedings{rajan-sequiera-2024-legallens,
    title = "{L}egal{L}ens 2024 Shared Task: Masala-chai Submission",
    author = "Rajan, Khalid  and
      Sequiera, Royal",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.30/",
    doi = "10.18653/v1/2024.nllp-1.30",
    pages = "346--354"
}
@inproceedings{rajaraman-veeramani-2024-semantists,
    title = "Semantists at {L}egal{L}ens-2024: Data-efficient Training of {LLM}{'}s for Legal Violation Identification",
    author = "Rajaraman, Kanagasabai  and
      Veeramani, Hariram",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.31/",
    doi = "10.18653/v1/2024.nllp-1.31",
    pages = "355--360"
}
@inproceedings{hagag-etal-2024-legallens,
    title = "{L}egal{L}ens Shared Task 2024: Legal Violation Identification in Unstructured Text",
    author = "Hagag, Ben  and
      Gil Semo, Gil  and
      Bernsohn, Dor  and
      Harpaz, Liav  and
      Vaezipoor, Pashootan  and
      Saha, Rohit  and
      Truskovskyi, Kyryl  and
      Spanakis, Gerasimos",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.33/",
    doi = "10.18653/v1/2024.nllp-1.33",
    pages = "361--370"
}
@inproceedings{tran-etal-2024-deberta,
    title = "{D}e{BERT}a Beats Behemoths: A Comparative Analysis of Fine-Tuning, Prompting, and {PEFT} Approaches on {L}egal{L}ens{NER}",
    author = "Tran, Hanh Thi Hong  and
      Chatterjee, Nishan  and
      Pollak, Senja  and
      Doucet, Antoine",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.34/",
    doi = "10.18653/v1/2024.nllp-1.34",
    pages = "371--380"
}
@inproceedings{t-y-s-s-etal-2024-lexsumm,
    title = "{L}ex{S}umm and {L}ex{T}5: Benchmarking and Modeling Legal Summarization Tasks in {E}nglish",
    author = "T.y.s.s, Santosh  and
      Weiss, Cornelius  and
      Grabmair, Matthias",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.35/",
    doi = "10.18653/v1/2024.nllp-1.35",
    pages = "381--403"
}
@inproceedings{t-y-s-s-etal-2024-towards-supporting,
    title = "Towards Supporting Legal Argumentation with {NLP}: Is More Data Really All You Need?",
    author = "T.y.s.s, Santosh  and
      Ashley, Kevin  and
      Atkinson, Katie  and
      Grabmair, Matthias",
    editor = "Aletras, Nikolaos  and
      Chalkidis, Ilias  and
      Barrett, Leslie  and
      Goanț{\u{a}}, C{\u{a}}t{\u{a}}lina  and
      Preoțiuc-Pietro, Daniel  and
      Spanakis, Gerasimos",
    booktitle = "Proceedings of the Natural Legal Language Processing Workshop 2024",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nllp-1.36/",
    doi = "10.18653/v1/2024.nllp-1.36",
    pages = "404--421"
}