ConSens: Assessing context grounding in open-book question answering

ConSens: Assessing context grounding in open-book question answering

30 April 2025

Adriana Correia

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Papers citing "ConSens: Assessing context grounding in open-book question answering"

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Title
The FACTS Grounding Leaderboard: Benchmarking LLMs' Ability to Ground Responses to Long-Form Input Alon Jacovi Andrew Wang Chris Alberti Connie Tao Jon Lipovetz ... Rachana Fellinger Rui Wang Zizhao Zhang Sasha Goldshtein Dipanjan Das HILM ALM 186 17 0 06 Jan 2025
What is Wrong with Perplexity for Long-context Language Modeling? Lizhe Fang Yifei Wang Zhaoyang Liu Chenheng Zhang Stefanie Jegelka Jinyang Gao Bolin Ding Yisen Wang 131 13 0 31 Oct 2024
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models Seungone Kim Juyoung Suk Shayne Longpre Bill Yuchen Lin Jamin Shin Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo MoMe ALM ELM 130 205 0 02 May 2024
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidence Kevin Wu Eric Wu James Zou AAML 145 48 0 16 Apr 2024
LLM-based NLG Evaluation: Current Status and Challenges Mingqi Gao Xinyu Hu Jie Ruan Xiao Pu Xiaojun Wan ELM LM&MA 197 40 0 02 Feb 2024
Ragas: Automated Evaluation of Retrieval Augmented Generation ES Shahul Jithin James Luis Espinosa-Anke Steven Schockaert 143 198 0 26 Sep 2023
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 195 318 0 17 Aug 2023
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 139 850 0 22 Jun 2021
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 140 898 0 10 Feb 2020
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 394 5,872 0 21 Apr 2019

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