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HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications

29 August 2024

Zekun Wu

Adriano Soares Koshiyama

Papers citing "HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications"

29 / 29 papers shown

Title
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 154 7 0 11 Mar 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 261 446 0 20 Feb 2025
Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools Varun Magesh Faiz Surani Matthew Dahl Mirac Suzgun Christopher D. Manning Daniel E. Ho HILM ELM AILaw 77 80 0 30 May 2024
RaFe: Ranking Feedback Improves Query Rewriting for RAG Shengyu Mao Yong Jiang Boli Chen Xiao Li Peng Wang Xinyu Wang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang RALM 86 28 0 23 May 2024
KG-RAG: Bridging the Gap Between Knowledge and Creativity Diego Sanmartin RALM 86 45 0 20 May 2024
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing Dujian Ding Ankur Mallick Chi Wang Robert Sim Subhabrata Mukherjee Victor Rühle L. Lakshmanan Ahmed Hassan Awadallah 159 107 0 22 Apr 2024
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park RALM 123 187 0 21 Mar 2024
Seven Failure Points When Engineering a Retrieval Augmented Generation System Scott Barnett Stefanus Kurniawan Srikanth Thudumu Zach Brannelly Mohamed Abdelrazek 87 93 0 11 Jan 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 280 1,840 1 18 Dec 2023
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems Jon Saad-Falcon Omar Khattab Christopher Potts Matei A. Zaharia RALM 108 120 0 16 Nov 2023
A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction Ruihao Shui Yixin Cao Xiang Wang Tat-Seng Chua ELM AILaw 66 22 0 18 Oct 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 281 782 0 17 Oct 2023
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models Neel Guha Julian Nyarko Daniel E. Ho Christopher Ré Adam Chilton ... Spencer Williams Sunny G. Gandhi Tomer Zur Varun J. Iyer Zehua Li AILaw LRM ELM 80 182 0 20 Aug 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 468 12,124 0 18 Jul 2023
Preference Ranking Optimization for Human Alignment Feifan Song Yu Bowen Minghao Li Haiyang Yu Fei Huang Yongbin Li Houfeng Wang ALM 86 272 0 30 Jun 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 526 4,453 0 09 Jun 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Helen Zhou LM&MA 214 682 0 26 Apr 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 246 853 0 30 Mar 2023
A Short Survey of Viewing Large Language Models in Legal Aspect Zhongxiang Sun AILaw ELM 108 70 0 16 Mar 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.6K 13,525 0 27 Feb 2023
Can GPT-3 Perform Statutory Reasoning? Andrew Blair-Stanek Nils Holzenberger Benjamin Van Durme ELM LRM 116 100 0 13 Feb 2023
Legal Prompt Engineering for Multilingual Legal Judgement Prediction Dietrich Trautmann Alina Petrova Frank Schilder ELM AILaw 96 80 0 05 Dec 2022
A Study on the Efficiency and Generalization of Light Hybrid Retrievers Man Luo Shashank Jain Anchit Gupta Arash Einolghozati Barlas Oğuz Debojeet Chatterjee Xilun Chen Chitta Baral Peyman Heidari VLM 106 9 0 04 Oct 2022
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback Yuntao Bai Andy Jones Kamal Ndousse Amanda Askell Anna Chen ... Jack Clark Sam McCandlish C. Olah Benjamin Mann Jared Kaplan 258 2,630 0 12 Apr 2022
Learning to Retrieve Passages without Supervision Ori Ram Gal Shachaf Omer Levy Jonathan Berant Amir Globerson RALM 64 62 0 14 Dec 2021
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 991 42,651 0 28 May 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 308 2,015 0 02 Feb 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 761 24,612 0 26 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,526 0 11 Oct 2018