Exploring the Use of Text Classification in the Legal Domain

25 October 2017

Papers citing "Exploring the Use of Text Classification in the Legal Domain"

39 / 39 papers shown

Title
MARRO: Multi-headed Attention for Rhetorical Role Labeling in Legal Documents Purbid Bambroo Subinay Adhikary Paheli Bhattacharya Abhijnan Chakraborty Saptarshi Ghosh Kripabandhu Ghosh AILaw 84 0 0 08 Mar 2025
The Craft of Selective Prediction: Towards Reliable Case Outcome Classification -- An Empirical Study on European Court of Human Rights Cases T. Y. S. S. Santosh Irtiza Chowdhury Shanshan Xu Matthias Grabmair AILaw 34 0 0 27 Sep 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases T. Y. S. S. Santosh Mohamed Hesham Elganayni Stanisław Sójka Matthias Grabmair AILaw 32 1 0 27 Sep 2024
A Small Claims Court for the NLP: Judging Legal Text Classification Strategies With Small Datasets Mariana Y. Noguti Edduardo Vellasques Luiz Eduardo Soares de Oliveira AILaw 48 1 0 09 Sep 2024
Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge Nuo Xu Peijie Wang Junzhou Zhao Feiyang Sun Lin Lan Jing Tao Li Pan Xiaohong Guan AILaw 40 1 0 18 Aug 2024
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction Chenlong Deng Kelong Mao Yuyao Zhang Zhicheng Dou ELM AILaw 40 1 0 02 Jul 2024
Overview of the CAIL 2023 Argument Mining Track Jingcong Liang Junlong Wang Xinyu Zhai Yungui Zhuang Yiyang Zheng ... Xuanjing Huang Chongde Shi Yansong Feng Yun Song Zhongyu Wei ELM LRM 36 0 0 20 Jun 2024
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? T. Y. S. S Santosh Kevin D. Ashley Katie Atkinson Matthias Grabmair ELM AILaw 39 1 0 16 Jun 2024
Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts S. Nigam Anurag Sharma Danush Khanna Noel Shallum Kripabandhu Ghosh Arnab Bhattacharya ELM AILaw 48 9 0 06 Jun 2024
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset Santosh T.Y.S.S Nina Baumgartner Matthias Sturmer Matthias Grabmair Joel Niklaus ELM AILaw 39 7 0 26 Feb 2024
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning Yougang Lyu Jitai Hao Zihan Wang Kai Zhao Shen Gao Pengjie Ren Zhumin Chen Fang Wang Zhaochun Ren AILaw 27 9 0 10 Dec 2023
Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration Yiquan Wu Siying Zhou Yifei Liu Weiming Lu Xiaozhong Liu Yating Zhang Changlong Sun Fei Wu Kun Kuang AILaw ELM 32 33 0 13 Oct 2023
Towards Grammatical Tagging for the Legal Language of Cybersecurity Gianpietro Castiglione G. Bella Daniele Francesco Santamaria AILaw 20 6 0 29 Jun 2023
Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks Mst. Shapna Akter Hossain Shahriar A. Cuzzocrea 21 9 0 01 Jun 2023
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network Mst. Shapna Akter Hossain Shahriar S. Sneha A. Cuzzocrea 27 24 0 13 Mar 2023
Automatic Detection of Industry Sectors in Legal Articles Using Machine Learning Approaches Hui Yang Stella Hadjiantoni Yunfei Long Ruta Petraityte Erlangen AILaw 9 1 0 08 Mar 2023
AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation Guangyi Xiao Xinlong Liu Hao Chen J. Guo Zhiguo Gong 36 0 0 12 Feb 2023
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases Santosh T.Y.S.S O. Ichim Matthias Grabmair AILaw 34 17 0 01 Feb 2023
LegalRelectra: Mixed-domain Language Modeling for Long-range Legal Text Comprehension Wenyue Hua Yuchen Zhang Zhe Chen Josie Li Melanie Weber AILaw 29 7 0 16 Dec 2022
Using attention methods to predict judicial outcomes V. Bertalan E. Ruiz AILaw 20 5 0 18 Jul 2022
Low-cost Relevance Generation and Evaluation Metrics for Entity Resolution in AI Venkat Varada Mina Ghashami Jitesh Mehta Haotian Jiang Kurtis B. Voris 16 0 0 20 May 2022
Sequential Multi-task Learning with Task Dependency for Appeal Judgment Prediction Lianxin Song Xiaohui Han Guangqi Liu Wentong Wang C. Cui Yilong Yin ELM AILaw 27 1 0 09 Mar 2022
Unsupervised Law Article Mining based on Deep Pre-Trained Language Representation Models with Application to the Italian Civil Code Andrea Tagarelli Andrea Simeri AILaw 31 44 0 02 Dec 2021
LegalNLP -- Natural Language Processing methods for the Brazilian Legal Language Felipe Maia Polo Gabriel Caiaffa Floriano Mendonça Kauê Capellato J. Parreira L. Gianvechio Peterson Cordeiro Jonathan Batista Ferreira Leticia Maria Paz de Lima Antonio Carlos do Amaral Maia R. Vicente ELM AILaw 33 13 0 05 Oct 2021
JuriBERT: A Masked-Language Model Adaptation for French Legal Text S. Douka Hadi Abdine Michalis Vazirgiannis Rajaa El Hamdani David Restrepo Amariles AILaw 87 31 0 04 Oct 2021
Customizing Contextualized Language Models forLegal Document Reviews Shohreh Shaghaghian Luna Feng Feng Borna Jafarpour Nicolai Pogrebnyakov AILaw 28 19 0 10 Feb 2021
Legal Document Classification: An Application to Law Area Prediction of Petitions to Public Prosecution Service Mariana Y. Noguti Eduardo Vellasques Luiz Eduardo Soares de Oliveira AILaw AI4TS 23 23 0 13 Oct 2020
Distinguish Confusing Law Articles for Legal Judgment Prediction Nuo Xu Pinghui Wang Long Chen Li Pan Xiaoyan Wang Junzhou Zhao AILaw 23 160 0 06 Apr 2020
Predicting Legal Proceedings Status: Approaches Based on Sequential Text Data Felipe Maia Polo Itamar Ciochetti Emerson Bertolo AILaw 16 2 0 13 Mar 2020
Creating Auxiliary Representations from Charge Definitions for Criminal Charge Prediction Liangyi Kang Jie Liu Lingqiao Liu Javen Qinfeng Shi Dan Ye AILaw 16 10 0 12 Nov 2019
An External Knowledge Enhanced Multi-label Charge Prediction Approach with Label Number Learning Duan Wei Li Lin AILaw 16 4 0 04 Jul 2019
Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network Wenmian Yang Weijia Jia Xiaojie Zhou Yutao Luo 34 141 0 10 May 2019
Experiments in Cuneiform Language Identification Gustavo Henrique Paetzold Marcos Zampieri 13 3 0 27 Apr 2019
Classifying Patent Applications with Ensemble Methods Fernando Benites S. Malmasi Marcos Zampieri 17 11 0 12 Nov 2018
Multi-Task Deep Learning for Legal Document Translation, Summarization and Multi-Label Classification Ahmed Elnaggar Christoph Gebendorfer Ingo Glaser Florian Matthes AILaw 21 29 0 16 Oct 2018
Overview of CAIL2018: Legal Judgment Prediction Competition Haoxiang Zhong Chaojun Xiao Zhipeng Guo Cunchao Tu Zhiyuan Liu ... Yansong Feng Xianpei Han Zhen Hu Heng Wang Jianfeng Xu ELM AILaw 24 33 0 13 Oct 2018
SECaps: A Sequence Enhanced Capsule Model for Charge Prediction Congqing He Lixiang Peng Yuquan Le Jiawei He Xiangyu Zhu 33 27 0 10 Oct 2018
Automatic Judgment Prediction via Legal Reading Comprehension Shangbang Long Cunchao Tu Zhiyuan Liu Maosong Sun AILaw ELM 27 90 0 18 Sep 2018
CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction Chaojun Xiao Haoxiang Zhong Zhipeng Guo Cunchao Tu Zhiyuan Liu ... Yansong Feng Xianpei Han Zhen Hu Heng Wang Jianfeng Xu ELM AILaw 33 271 0 04 Jul 2018