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Large language models (LLMs), including both proprietary and open-source models, have showcased remarkable capabilities in addressing a wide range of downstream tasks.
A text mining approach to assist the general public in the retrieval of legal documents
Yen-Liang Chen, Yi-Hung Liu, and Wu-Liang Ho · 2013
Earlier work this paper cites.
Learning to predict charges for criminal cases with legal basis
Bingfeng Luo, Yansong Feng, Jianbo Xu, Xiang Zhang, and Dongyan Zhao · 2017
Earlier work this paper cites.
Neural legal judgment prediction in english
Ilias Chalkidis, Ion Androutsopoulos, and Nikolaos Aletras · 2019
Earlier work this paper cites.
Unified language model pre-training for natural language understanding and generation
Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, and Hsiao-Wuen Hon · 2019
Earlier work this paper cites.
CJRC: A reliable human-annotated benchmark dataset for chinese judicial reading comprehension
Xingyi Duan, Baoxin Wang, Ziyue Wang, Wentao Ma, Yiming Cui, Dayong Wu, Shijin Wang, Ting Liu, Tianxiang Huo, Zhen Hu, Heng Wang, and Zhiyuan Liu · 2019
Earlier work this paper cites.
Legal judgment prediction via multi-perspective bi-feedback network
Wenmian Yang, Weijia Jia, Xiaojie Zhou, and Yutao Luo · 2019
Earlier work this paper cites.
LEGAL-BERT: "preparing the muppets for court’"
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, and Ion Androutsopoulos · 2020
Earlier work this paper cites.
Answering legal questions by learning neural attentive text representation
Manh-Kien Phi, Ha-Thanh Nguyen, Ngo Xuan Bach, Vu D. Tran, Minh Le Nguyen, and Tu Minh Phuong · 2020
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BERT-PLI: modeling paragraph-level interactions for legal case retrieval
Yunqiu Shao, Jiaxin Mao, Yiqun Liu, Weizhi Ma, Ken Satoh, Min Zhang, and Shaoping Ma · 2020
Earlier work this paper cites.
Pre-training with whole word masking for chinese BERT
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, and Ziqing Yang · 2021
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Lawformer: A pre-trained language model for chinese legal long documents
Chaojun Xiao, Xueyu Hu, Zhiyuan Liu, Cunchao Tu, and Maosong Sun · 2021
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Glm: General language model pretraining with autoregressive blank infilling
Zhengxiao Du, Yujie Qian, Xiao Liu, Ming Ding, Jiezhong Qiu, Zhilin Yang, and Jie Tang · 2022
Cited alongside, same era.
Lora: Low-rank adaptation of large language models
Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen · 2022
Cited alongside, same era.
A survey of knowledge-enhanced text generation
Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, and Meng Jiang · 2022
Cited alongside, same era.
Palm 2 technical report
Rohan Anil, Andrew M. Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, Eric Chu, Jonathan H. Clark, Laurent El Shafey, Yanping Huang, Kathy Meier-Hellstern, Gaurav Mishra, Erica Moreira, Mark Omernick, Kevin Robinson, Sebastian Ruder, Yi Tay, Kefan Xiao, Yuanzhong Xu, Yujing Zhang, Gustavo Hernández Ábrego, Junwhan Ahn, Jacob Austin, Paul Barham, Jan A. Botha, James Bradbury, Siddhartha Brahma, Kevin Brooks, Michele Catasta, Yong Cheng, Colin Cherry, Christopher A. Choquette-Choo, Aakanksha Chowdhery, Clément Crepy, Shachi Dave, Mostafa Dehghani, Sunipa Dev, Jacob Devlin, Mark D · 2023
Cited alongside, same era.
Palm: Scaling language modeling with pathways
Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, and Noah Fiedel · 2023
Towards reasoning in large language models: A survey
Jie Huang and Kevin Chen-Chuan Chang · 2023
Later among the works it cites.
Quzhe Huang, Mingxu Tao, Zhenwei An, Chen Zhang, Cong Jiang, Zhibin Chen, Zirui Wu, and Yansong Feng · 2023
Later among the works it cites.
SAILER: structure-aware pre-trained language model for legal case retrieval
Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Yueyue Wu, Yiqun Liu, Chong Chen, and Qi Tian · 2023
Later among the works it cites.
A brief report on lawgpt 1.0: A virtual legal assistant based on GPT-3
Ha-Thanh Nguyen · 2023
Later among the works it cites.
Lawgiba - combining gpt, knowledge bases, and logic programming in a legal assistance system
Ha Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, and Ken Satoh · 2023
Later among the works it cites.
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Cited alongside, same era.
Laiw: A chinese legal large language models benchmark
Yongfu Dai, Duanyu Feng, Jimin Huang, Haochen Jia, Qianqian Xie, Yifang Zhang, Weiguang Han, Wei Tian, and Hao Wang · 2023
Cited alongside, same era.
Syllogistic reasoning for legal judgment analysis
Wentao Deng, Jiahuan Pei, Keyi Kong, Zhe Chen, Furu Wei, Yujun Li, Zhaochun Ren, Zhumin Chen, and Pengjie Ren · 2023
Cited alongside, same era.
Lawbench: Benchmarking legal knowledge of large language models
Zhiwei Fei, Xiaoyu Shen, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Songyang Zhang, Kai Chen, Zongwen Shen, and Jidong Ge · 2023
Cited alongside, same era.
Large language models in education: Vision and opportunities
Wensheng Gan, Zhenlian Qi, Jiayang Wu, and Jerry Chun-Wei Lin · 2023
Cited alongside, same era.
Hanfei-1.0
Wanwei He, Jiabao Wen, Lei Zhang, Hao Cheng, Bowen Qin, Yunshui Li, Feng Jiang, Junying Chen, Benyou Wang, and Min Yang · 2023
Cited alongside, same era.
Lawgpt: Chinese legal large language model
Liu Hongcheng, Liao Yusheng, Meng Yutong, and Yuhao Wang · 2023
Cited alongside, same era.
Chatlaw: Open-source legal large language model with integrated external knowledge bases
Jiaxi Cui, Zongjian Li, Yang Yan, Bohua Chen, and Li Yuan
Cited in the paper.
Stanford alpaca: An instruction-following llama model
Rohan Taori, Ishaan Gulrajani, Tianyi Zhang, Yann Dubois, Xuechen Li, Carlos Guestrin, Percy Liang, and Tatsunori B. Hashimoto · 2023
Later among the works it cites.
Introducing mpt-7b: A new standard for open-source, commercially usable llms
MosaicML NLP Team · 2023
Later among the works it cites.
Large language models in medicine
Arun James Thirunavukarasu, Darren Shu Jeng Ting, Kabilan Elangovan, Laura Gutierrez, Ting Fang Tan, and Daniel Shu Wei Ting · 2023
Later among the works it cites.
Simucourt: Building judicial decision-making agents with real-world judgement documents
Zhitao He, Pengfei Cao, Chenhao Wang, Zhuoran Jin, Yubo Chen, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Kang Liu, and Jun Zhao · 2024
Closest in time.
Wisdom interrogatory
Yiquan Wu, Yuhang Liu, Yifei Liu, Ang Li, Siying Zhou, and Kun Kuang · 2024
Closest in time.