Proceedings of the Natural Legal Language Processing Workshop 2022

Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor 2022-12 Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) text conference publication nllp-2022-natural 10.18653/v1/2022.nllp-1.0 https://aclanthology.org/2022.nllp-1.0/ On Breadth Alone: Improving the Precision of Terminology Extraction Systems on Patent Corpora Sean Nordquist author Adam Meyers author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication nordquist-meyers-2022-breadth 10.18653/v1/2022.nllp-1.1 https://aclanthology.org/2022.nllp-1.1/ 2022-12 1 11 On What it Means to Pay Your Fair Share: Towards Automatically Mapping Different Conceptions of Tax Justice in Legal Research Literature Reto Gubelmann author Peter Hongler author Elina Margadant author Siegfried Handschuh author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication gubelmann-etal-2022-means 10.18653/v1/2022.nllp-1.2 https://aclanthology.org/2022.nllp-1.2/ 2022-12 12 30 ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US Gil Semo author Dor Bernsohn author Ben Hagag author Gila Hayat author Joel Niklaus author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication semo-etal-2022-classactionprediction 10.18653/v1/2022.nllp-1.3 https://aclanthology.org/2022.nllp-1.3/ 2022-12 31 46 Combining WordNet and Word Embeddings in Data Augmentation for Legal Texts Sezen Perçin author Andrea Galassi author Francesca Lagioia author Federico Ruggeri author Piera Santin author Giovanni Sartor author Paolo Torroni author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication percin-etal-2022-combining 10.18653/v1/2022.nllp-1.4 https://aclanthology.org/2022.nllp-1.4/ 2022-12 47 52 A Legal Approach to Hate Speech – Operationalizing the EU’s Legal Framework against the Expression of Hatred as an NLP Task Frederike Zufall author Marius Hamacher author Katharina Kloppenborg author Torsten Zesch author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication zufall-etal-2022-legal 10.18653/v1/2022.nllp-1.5 https://aclanthology.org/2022.nllp-1.5/ 2022-12 53 64 Privacy Pitfalls of Online Service Terms and Conditions: a Hybrid Approach for Classification and Summarization Emilia Lukose author Suparna De author Jon Johnson author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication lukose-etal-2022-privacy 10.18653/v1/2022.nllp-1.6 https://aclanthology.org/2022.nllp-1.6/ 2022-12 65 75 Abstractive Summarization of Dutch Court Verdicts Using Sequence-to-sequence Models Marijn Schraagen author Floris Bex author Nick Van De Luijtgaarden author Daniël Prijs author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication schraagen-etal-2022-abstractive 10.18653/v1/2022.nllp-1.7 https://aclanthology.org/2022.nllp-1.7/ 2022-12 76 87 Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models Stelios Maroudas author Sotiris Legkas author Prodromos Malakasiotis author Ilias Chalkidis author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication maroudas-etal-2022-legal 10.18653/v1/2022.nllp-1.8 https://aclanthology.org/2022.nllp-1.8/ 2022-12 88 110 Towards Cross-Domain Transferability of Text Generation Models for Legal Text Vinayshekhar Bannihatti Kumar author Kasturi Bhattacharjee author Rashmi Gangadharaiah author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication bannihatti-kumar-etal-2022-towards 10.18653/v1/2022.nllp-1.9 https://aclanthology.org/2022.nllp-1.9/ 2022-12 111 118 Parameter-Efficient Legal Domain Adaptation Jonathan Li author Rohan Bhambhoria author Xiaodan Zhu author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication li-etal-2022-parameter 10.18653/v1/2022.nllp-1.10 https://aclanthology.org/2022.nllp-1.10/ 2022-12 119 129 Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer Dimitris Mamakas author Petros Tsotsi author Ion Androutsopoulos author Ilias Chalkidis author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication mamakas-etal-2022-processing 10.18653/v1/2022.nllp-1.11 https://aclanthology.org/2022.nllp-1.11/ 2022-12 130 142 Data-efficient end-to-end Information Extraction for Statistical Legal Analysis Wonseok Hwang author Saehee Eom author Hanuhl Lee author Hai Jin Park author Minjoon Seo author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication hwang-etal-2022-data 10.18653/v1/2022.nllp-1.12 https://aclanthology.org/2022.nllp-1.12/ 2022-12 143 152 Semantic Segmentation of Legal Documents via Rhetorical Roles Vijit Malik author Rishabh Sanjay author Shouvik Kumar Guha author Angshuman Hazarika author Shubham Kumar Nigam author Arnab Bhattacharya author Ashutosh Modi author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication malik-etal-2022-semantic 10.18653/v1/2022.nllp-1.13 https://aclanthology.org/2022.nllp-1.13/ 2022-12 153 171 Privacy-Preserving Models for Legal Natural Language Processing Ying Yin author Ivan Habernal author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication yin-habernal-2022-privacy 10.18653/v1/2022.nllp-1.14 https://aclanthology.org/2022.nllp-1.14/ 2022-12 172 183 Named Entity Recognition in Indian court judgments Prathamesh Kalamkar author Astha Agarwal author Aman Tiwari author Smita Gupta author Saurabh Karn author Vivek Raghavan author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication kalamkar-etal-2022-named 10.18653/v1/2022.nllp-1.15 https://aclanthology.org/2022.nllp-1.15/ 2022-12 184 193 The Legal Argument Reasoning Task in Civil Procedure Leonard Bongard author Lena Held author Ivan Habernal author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication bongard-etal-2022-legal 10.18653/v1/2022.nllp-1.17 https://aclanthology.org/2022.nllp-1.17/ 2022-12 194 207 Efficient Deep Learning-based Sentence Boundary Detection in Legal Text Reshma Sheik author Gokul T author S Nirmala author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication sheik-etal-2022-efficient 10.18653/v1/2022.nllp-1.18 https://aclanthology.org/2022.nllp-1.18/ 2022-12 208 217 Tracking Semantic Shifts in German Court Decisions with Diachronic Word Embeddings Daniel Braun author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication braun-2022-tracking 10.18653/v1/2022.nllp-1.19 https://aclanthology.org/2022.nllp-1.19/ 2022-12 218 227 Should I disclose my dataset? Caveats between reproducibility and individual data rights Raysa M Benatti author Camila M L Villarroel author Sandra Avila author Esther L Colombini author Fabiana Severi author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication m-benatti-etal-2022-disclose 10.18653/v1/2022.nllp-1.20 https://aclanthology.org/2022.nllp-1.20/ 2022-12 228 237 Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers Shanshan Xu author Irina Broda author Rashid Haddad author Marco Negrini author Matthias Grabmair author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication xu-etal-2022-attack 10.18653/v1/2022.nllp-1.21 https://aclanthology.org/2022.nllp-1.21/ 2022-12 238 245 E-NER — An Annotated Named Entity Recognition Corpus of Legal Text Ting Wai Terence Au author Vasileios Lampos author Ingemar Cox author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication au-etal-2022-e 10.18653/v1/2022.nllp-1.22 https://aclanthology.org/2022.nllp-1.22/ 2022-12 246 255 Detecting Relevant Differences Between Similar Legal Texts Xiang Li author Jiaxun Gao author Diana Inkpen author Wolfgang Alschner author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication li-etal-2022-detecting 10.18653/v1/2022.nllp-1.24 https://aclanthology.org/2022.nllp-1.24/ 2022-12 256 264 Legal and Political Stance Detection of SCOTUS Language Noah Bergam author Emily Allaway author Kathleen Mckeown author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication bergam-etal-2022-legal 10.18653/v1/2022.nllp-1.25 https://aclanthology.org/2022.nllp-1.25/ 2022-12 265 275 Graph-based Keyword Planning for Legal Clause Generation from Topics Sagar Joshi author Sumanth Balaji author Aparna Garimella author Vasudeva Varma author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication joshi-etal-2022-graph 10.18653/v1/2022.nllp-1.26 https://aclanthology.org/2022.nllp-1.26/ 2022-12 276 286 Automatic Classification of Legal Violations in Cookie Banner Texts Marieke Van Hofslot author Almila Akdag Salah author Albert Gatt author Cristiana Santos author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication van-hofslot-etal-2022-automatic 10.18653/v1/2022.nllp-1.27 https://aclanthology.org/2022.nllp-1.27/ 2022-12 287 295 Text Simplification for Legal Domain: Insights and Challenges Aparna Garimella author Abhilasha Sancheti author Vinay Aggarwal author Ananya Ganesh author Niyati Chhaya author Nandakishore Kambhatla author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication garimella-etal-2022-text 10.18653/v1/2022.nllp-1.28 https://aclanthology.org/2022.nllp-1.28/ 2022-12 296 304 Legal Named Entity Recognition with Multi-Task Domain Adaptation Răzvan-Alexandru Smădu author Ion-Robert Dinică author Andrei-Marius Avram author Dumitru-Clementin Cercel author Florin Pop author Mihaela-Claudia Cercel author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication smadu-etal-2022-legal 10.18653/v1/2022.nllp-1.29 https://aclanthology.org/2022.nllp-1.29/ 2022-12 305 321 Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions Yang Zhong author Diane Litman author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication zhong-litman-2022-computing 10.18653/v1/2022.nllp-1.30 https://aclanthology.org/2022.nllp-1.30/ 2022-12 322 337 AraLegal-BERT: A pretrained language model for Arabic Legal text Muhammad Al-qurishi author Sarah Alqaseemi author Riad Souissi author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication al-qurishi-etal-2022-aralegal 10.18653/v1/2022.nllp-1.31 https://aclanthology.org/2022.nllp-1.31/ 2022-12 338 344 An Efficient Active Learning Pipeline for Legal Text Classification Sepideh Mamooler author Rémi Lebret author Stephane Massonnet author Karl Aberer author 2022-12 text Proceedings of the Natural Legal Language Processing Workshop 2022 Nikolaos Aletras editor Ilias Chalkidis editor Leslie Barrett editor Cătălina Goanță editor Daniel Preoțiuc-Pietro editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication mamooler-etal-2022-efficient 10.18653/v1/2022.nllp-1.32 https://aclanthology.org/2022.nllp-1.32/ 2022-12 345 358