Improving Retrieval Augmented Language Model with Self-Reasoning

Improving Retrieval Augmented Language Model with Self-Reasoning

29 July 2024

Papers citing "Improving Retrieval Augmented Language Model with Self-Reasoning"

10 / 10 papers shown

Title
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations Leonardo Ranaldi Federico Ranaldi Fabio Massimo Zanzotto Barry Haddow Alexandra Birch RALM LRM 31 0 0 07 Apr 2025
ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning Pengfei Luo Jingbo Zhou Tong Bill Xu Yuan Xia Linli Xu Enhong Chen LRM 62 0 0 13 Mar 2025
Reliability Across Parametric and External Knowledge: Understanding Knowledge Handling in LLMs Youna Kim Minjoon Choi Sungmin Cho Hyuhng Joon Kim Sang-goo Lee Taeuk Kim KELM 56 0 0 20 Feb 2025
Eliciting Critical Reasoning in Retrieval-Augmented Language Models via Contrastive Explanations Leonardo Ranaldi Marco Valentino André Freitas RALM LRM 23 4 0 30 Oct 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 101 0 0 23 Oct 2024
Self-adaptive Multimodal Retrieval-Augmented Generation Wenjia Zhai VLM 24 0 0 15 Oct 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 44 8 0 26 Aug 2024
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models W. Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 65 101 0 15 Nov 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 147 621 0 17 Oct 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,217 0 21 Mar 2022