ContextCite: Attributing Model Generation to Context

ContextCite: Attributing Model Generation to Context

1 September 2024

Benjamin Cohen-Wang

Kristian Georgiev

Aleksander Madry

Papers citing "ContextCite: Attributing Model Generation to Context"

12 / 12 papers shown

Title
ConSens: Assessing context grounding in open-book question answering Ivan Vankov Matyo Ivanov Adriana Correia Victor Botev ELM 71 0 0 30 Apr 2025
Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation Jiajun Shen Tong Zhou Yubo Chen Delai Qiu Shengping Liu Kang Liu Jun Zhao HILM RALM 86 0 0 21 Apr 2025
Learning to Attribute with Attention Benjamin Cohen-Wang Yung-Sung Chuang Aleksander Madry 30 0 0 18 Apr 2025
Can LLMs Explain Themselves Counterfactually? Zahra Dehghanighobadi Asja Fischer Muhammad Bilal Zafar LRM 47 0 0 25 Feb 2025
The Role of Sparsity for Length Generalization in Transformers Noah Golowich Samy Jelassi David Brandfonbrener Sham Kakade Eran Malach 42 0 0 24 Feb 2025
SPEX: Scaling Feature Interaction Explanations for LLMs J. S. Kang Landon Butler Abhineet Agarwal Y. E. Erginbas Ramtin Pedarsani Kannan Ramchandran Bin Yu VLM LRM 77 0 0 20 Feb 2025
Attention with Dependency Parsing Augmentation for Fine-Grained Attribution Qiang Ding Lvzhou Luo Yixuan Cao Ping Luo 82 0 0 16 Dec 2024
Time-Reversal Provides Unsupervised Feedback to LLMs Yerram Varun Rahul Madhavan Sravanti Addepalli A. Suggala Karthikeyan Shanmugam Prateek Jain LRM SyDa 64 0 0 03 Dec 2024
Permissive Information-Flow Analysis for Large Language Models Shoaib Ahmed Siddiqui Radhika Gaonkar Boris Köpf David M. Krueger Andrew J. Paverd Ahmed Salem Shruti Tople Lukas Wutschitz Menglin Xia Santiago Zanella Béguelin 36 1 0 04 Oct 2024
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation Jirui Qi Gabriele Sarti Raquel Fernández Arianna Bisazza RALM 45 6 0 19 Jun 2024
Wait, It's All Token Noise? Always Has Been: Interpreting LLM Behavior Using Shapley Value Behnam Mohammadi 29 2 0 29 Mar 2024
AtP*: An efficient and scalable method for localizing LLM behaviour to components János Kramár Tom Lieberum Rohin Shah Neel Nanda KELM 45 42 0 01 Mar 2024