Can Retriever-Augmented Language Models Reason? The Blame Game Between
the Retriever and the Language Model

Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model

18 December 2022

Parishad BehnamGhader

Siva Reddy

Papers citing "Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model"

10 / 10 papers shown

Title
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation Sha Li Naren Ramakrishnan RALM KELM 147 1 0 18 Feb 2025
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 87 1 0 15 Oct 2024
SEGMENT+: Long Text Processing with Short-Context Language Models Wei Shi Shuang Li Kerun Yu Jinglei Chen Zujie Liang ... Feng Wei Bo Zheng Jiaqing Liang Jiangjie Chen Yanghua Xiao RALM VLM 49 2 0 09 Oct 2024
Are LLMs Ready for Real-World Materials Discovery? Santiago Miret N. M. A. Krishnan 30 25 0 07 Feb 2024
How Well Do Large Language Models Truly Ground? Hyunji Lee Se June Joo Chaeeun Kim Joel Jang Doyoung Kim Kyoung-Woon On Minjoon Seo HILM 16 6 0 15 Nov 2023
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 232 126 0 25 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Explaining Answers with Entailment Trees Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Zhengnan Xie Hannah Smith Leighanna Pipatanangkura Peter Clark ReLM FAtt LRM 237 184 0 17 Apr 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 245 671 0 06 Jan 2021
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 174 55 0 23 Oct 2020