A Survey of Large Language Models Attribution

7 November 2023

Baotian Hu

Min Zhang

Papers citing "A Survey of Large Language Models Attribution"

44 / 44 papers shown

Title
Document Attribution: Examining Citation Relationships using Large Language Models Vipula Rawte Ryan Rossi Franck Dernoncourt Nedim Lipka HILM 35 0 0 09 May 2025
Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models Yilong Xu Jinhua Gao Xiaoming Yu Yuanhai Xue Baolong Bi Huawei Shen Xueqi Cheng RALM 64 0 0 01 Apr 2025
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG Pingyu Wu Daiheng Gao Jing Tang Huimin Chen Wenbo Zhou Weinan Zhang Nenghai Yu 47 0 0 17 Mar 2025
Contrastive Speaker-Aware Learning for Multi-party Dialogue Generation with LLMs Tianyu Sun Kun Qian Wenhong Wang 37 0 0 11 Mar 2025
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation Qianli Wang Nils Feldhus Simon Ostermann Luis Felipe Villa-Arenas Sebastian Möller Vera Schmitt AAML 34 0 0 01 Jan 2025
Attention with Dependency Parsing Augmentation for Fine-Grained Attribution Qiang Ding Lvzhou Luo Yixuan Cao Ping Luo 76 0 0 16 Dec 2024
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Rishiraj Saha Roy Joel Schlotthauer Chris Hinze Andreas Foltyn Luzian Hahn Fabian Kuech RALM 79 0 0 13 Dec 2024
PLD+: Accelerating LLM inference by leveraging Language Model Artifacts Shwetha Somasundaram Anirudh Phukan Apoorv Saxena 77 1 0 02 Dec 2024
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms Ziyang Chen Xiaobin Wang Yong Jiang Jinzhi Liao Pengjun Xie Fei Huang Xiang Zhao 155 0 0 23 Oct 2024
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models Juraj Vladika Luca Mülln Florian Matthes 25 0 0 22 Oct 2024
Atomic Fact Decomposition Helps Attributed Question Answering Zhichao Yan J. Wang Jiaoyan Chen Xiaoli Li Ru Li Jeff Z. Pan KELM HILM 36 0 0 22 Oct 2024
A Survey of Conversational Search Fengran Mo Kelong Mao Ziliang Zhao Hongjin Qian Haonan Chen Yiruo Cheng X. Li Yichen Zhu Zhicheng Dou Jian-Yun Nie KELM 32 3 0 21 Oct 2024
L-CiteEval: Do Long-Context Models Truly Leverage Context for Responding? Zecheng Tang Keyan Zhou Juntao Li Baibei Ji Jianye Hou Min Zhang 47 2 0 03 Oct 2024
Neurosymbolic AI approach to Attribution in Large Language Models Deepa Tilwani R. Venkataramanan Amit P. Sheth 34 1 0 30 Sep 2024
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse Maojia Song Shang Hong Sim Rishabh Bhardwaj Hai Leong Chieu Navonil Majumder Soujanya Poria 37 6 0 17 Sep 2024
Learning Fine-Grained Grounded Citations for Attributed Large Language Models Lei Huang Xiaocheng Feng Weitao Ma Yuxuan Gu Weihong Zhong ... Weijiang Yu Weihua Peng Duyu Tang Dandan Tu Bing Qin HILM 27 4 0 08 Aug 2024
Making Long-Context Language Models Better Multi-Hop Reasoners Yanyang Li Shuo Liang M. Lyu Liwei Wang LLMAG LRM 22 10 0 06 Aug 2024
Citekit: A Modular Toolkit for Large Language Model Citation Generation Jiajun Shen Tong Zhou Suifeng Zhao Yubo Chen Kang Liu HILM KELM 41 7 0 06 Aug 2024
Model Attribution in LLM-Generated Disinformation: A Domain Generalization Approach with Supervised Contrastive Learning Alimohammad Beigi Zhen Tan Nivedh Mudiam Canyu Chen Kai Shu Huan Liu DeLMO 34 2 0 31 Jul 2024
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems Philippe Laban Alexander R. Fabbri Caiming Xiong Chien-Sheng Wu RALM 48 41 0 01 Jul 2024
ALiiCE: Evaluating Positional Fine-grained Citation Generation Yilong Xu Jinhua Gao Xiaoming Yu Baolong Bi Huawei Shen Xueqi Cheng HILM 31 5 0 19 Jun 2024
Peering into the Mind of Language Models: An Approach for Attribution in Contextual Question Answering Anirudh Phukan Shwetha Somasundaram Apoorv Saxena Koustava Goswami Balaji Vasan Srinivasan 32 8 0 28 May 2024
Generative AI Search Engines as Arbiters of Public Knowledge: An Audit of Bias and Authority Alice Li Luanne Sinnamon 31 3 0 22 May 2024
Position: Leverage Foundational Models for Black-Box Optimization Xingyou Song Yingtao Tian Robert Tjarko Lange Chansoo Lee Yujin Tang Yutian Chen 42 5 0 06 May 2024
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study Alessandro Stolfo RALM HILM 28 6 0 10 Apr 2024
Source-Aware Training Enables Knowledge Attribution in Language Models Muhammad Khalifa David Wadden Emma Strubell Honglak Lee Lu Wang Iz Beltagy Hao Peng HILM 39 14 0 01 Apr 2024
Improving Attributed Text Generation of Large Language Models via Preference Learning Dongfang Li Zetian Sun Baotian Hu Zhenyu Liu Xinshuo Hu Xuebo Liu Min Zhang 42 13 0 27 Mar 2024
WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations Haolin Deng Chang Wang Xin Li Dezhang Yuan Junlang Zhan Tianhua Zhou Jin Ma Jun Gao Ruifeng Xu HILM 60 2 0 04 Mar 2024
Rethinking Machine Unlearning for Large Language Models Sijia Liu Yuanshun Yao Jinghan Jia Stephen Casper Nathalie Baracaldo ... Hang Li Kush R. Varshney Mohit Bansal Sanmi Koyejo Yang Liu AILaw MU 72 83 0 13 Feb 2024
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering Tobias Schimanski Jingwei Ni Mathias Kraus Elliott Ash Markus Leippold 21 4 0 13 Feb 2024
Training Language Models to Generate Text with Citations via Fine-grained Rewards Chengyu Huang Zeqiu Wu Yushi Hu Wenya Wang HILM LRM 79 25 0 06 Feb 2024
Benchmarking Large Language Models in Complex Question Answering Attribution using Knowledge Graphs Nan Hu Jiaoyan Chen Yike Wu Guilin Qi Sheng Bi Tongtong Wu Jeff Z. Pan HILM 37 8 0 26 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Qing Cui Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 41 76 0 02 Jan 2024
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection Hao Sun Hengyi Cai Bo Wang Yingyan Hou Xiaochi Wei Shuaiqiang Wang Yan Zhang Dawei Yin 39 8 0 14 Dec 2023
Unifying Corroborative and Contributive Attributions in Large Language Models Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin TDI 24 10 0 20 Nov 2023
LLatrieval: LLM-Verified Retrieval for Verifiable Generation Xiaonan Li Changtai Zhu Linyang Li Zhangyue Yin Tianxiang Sun Xipeng Qiu RALM 34 24 0 14 Nov 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 159 631 0 17 Oct 2023
A Study on the Implementation of Generative AI Services Using an Enterprise Data-Based LLM Application Architecture CheonSu Jeong 18 43 0 03 Sep 2023
"According to ...": Prompting Language Models Improves Quoting from Pre-Training Data Orion Weller Marc Marone Nathaniel Weir Dawn J Lawrie Daniel Khashabi Benjamin Van Durme HILM 75 44 0 22 May 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 218 299 0 26 Apr 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 141 157 0 31 Dec 2022
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 227 502 0 28 Sep 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 240 257 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022