Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer

13 December 2021

Xiaoyu Shen

Papers citing "Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer"

25 / 25 papers shown

Title
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 167 3,934 0 28 Jul 2021
Learning Fine-grained Fact-Article Correspondence in Legal Cases Jidong Ge Yunyun Huang Xiaoyu Shen Chuanyi Li Wei Hu AILaw 80 27 0 21 Apr 2021
Improving and Simplifying Pattern Exploiting Training Derek Tam Rakesh R Menon Joey Tianyi Zhou Shashank Srivastava Colin Raffel 55 151 0 22 Mar 2021
mT5: A massively multilingual pre-trained text-to-text transformer Linting Xue Noah Constant Adam Roberts Mihir Kale Rami Al-Rfou Aditya Siddhant Aditya Barua Colin Raffel 108 2,489 0 22 Oct 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 94 970 0 15 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 548 41,106 0 28 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 70 526 0 02 May 2020
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence Haoxiang Zhong Chaojun Xiao Cunchao Tu Tianyang Zhang Zhiyuan Liu Maosong Sun AILaw 91 304 0 25 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 151 3,676 0 10 Apr 2020
Distinguish Confusing Law Articles for Legal Judgment Prediction Nuo Xu Pinghui Wang Long Chen Li Pan Xiaoyan Wang Junzhou Zhao AILaw 78 162 0 06 Apr 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 337 19,824 0 23 Oct 2019
Charge-Based Prison Term Prediction with Deep Gating Network Huajie Chen Deng Cai Wei Dai Zehui Dai Yadong Ding 50 75 0 30 Aug 2019
An External Knowledge Enhanced Multi-label Charge Prediction Approach with Label Number Learning Duan Wei Li Lin AILaw 73 4 0 04 Jul 2019
Large-Scale Multi-Label Text Classification on EU Legislation Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Ion Androutsopoulos AILaw 48 214 0 05 Jun 2019
Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network Wenmian Yang Weijia Jia Xiaojie Zhou Yutao Luo 102 142 0 10 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 93,936 0 11 Oct 2018
SECaps: A Sequence Enhanced Capsule Model for Charge Prediction Congqing He Lixiang Peng Yuquan Le Jiawei He Xiangyu Zhu 95 27 0 10 Oct 2018
Automatic Judgment Prediction via Legal Reading Comprehension Shangbang Long Cunchao Tu Zhiyuan Liu Maosong Sun AILaw ELM 84 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 100 273 0 04 Jul 2018
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Noam M. Shazeer Mitchell Stern ODL 64 1,032 0 11 Apr 2018
Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions Hai Ye Xin Jiang Zhunchen Luo Wen-Han Chao 54 132 0 23 Feb 2018
Predicting the Law Area and Decisions of French Supreme Court Cases Octavia Maria Sulea Marcos Zampieri M. Vela Josef van Genabith 72 129 0 04 Aug 2017
Learning to Predict Charges for Criminal Cases with Legal Basis Bingfeng Luo Yansong Feng Jianbo Xu Xiang Zhang Dongyan Zhao AILaw 55 267 0 28 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 526 129,831 0 12 Jun 2017
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 576 13,395 0 25 Aug 2014