Few-shot Reranking for Multi-hop QA via Language Model Prompting

v1v2v3 (latest)

Few-shot Reranking for Multi-hop QA via Language Model Prompting

25 May 2022

Muhammad Khalifa

Lajanugen Logeswaran

ArXiv (abs)PDF HTML Github (27★)

Papers citing "Few-shot Reranking for Multi-hop QA via Language Model Prompting"

16 / 16 papers shown

Title
SGIC: A Self-Guided Iterative Calibration Framework for RAG Guanhua Chen Yutong Yao Lidia S. Chao Xuebo Liu Derek F. Wong 20 0 0 19 Jun 2025
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering Taolin Zhang Dongyang Li Qizhou Chen Chengyu Wang Xiaofeng He 93 0 0 17 May 2025
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Adam Jatowt 129 2 0 28 Jan 2025
Vision Search Assistant: Empower Vision-Language Models as Multimodal Search Engines Zhixin Zhang Yiyuan Zhang Xiaohan Ding Xiangyu Yue 75 4 0 28 Oct 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs Yue Yu Ming-Yu Liu Zihan Liu Wei Ping Jiaxuan You Chao Zhang Mohammad Shoeybi Bryan Catanzaro ALM RALM 124 74 0 02 Jul 2024
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 133 59 0 21 Jun 2024
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization Masafumi Enomoto Kunihiro Takeoka Kosuke Akimoto Kiril Gashteovski Masafumi Oyamada RALM 64 1 0 18 Jun 2024
Learning to Reason via Program Generation, Emulation, and Search Nathaniel Weir Muhammad Khalifa Linlu Qiu Orion Weller Peter Clark SyDa ReLM LRM 149 9 0 25 May 2024
Red Teaming Language Models for Contradictory Dialogues Xiaofei Wen Bangzheng Li Tenghao Huang Muhao Chen 30 0 0 16 May 2024
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts Zhuo Chen Xinyu Wang Yong Jiang Pengjun Xie Fei Huang Kewei Tu RALM 79 3 0 02 Apr 2024
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales? Fan Huang Haewoon Kwak Kunwoo Park Jisun An ALM ELM AI4MH 114 12 0 26 Mar 2024
Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process Guangming Huang Yunfei Long Cunjin Luo Jiaxing Shen Xia Sun LRM 65 4 0 29 Feb 2024
PokeMQA: Programmable knowledge editing for Multi-hop Question Answering Hengrui Gu Kaixiong Zhou Xiaotian Han Ninghao Liu Ruobing Wang Xin Wang LRM KELM 125 27 0 23 Dec 2023
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning Mayur Patidar Riya Sawhney Avinash Kumar Singh Biswajit Chatterjee Mausam Indrajit Bhattacharya 102 6 0 15 Nov 2023
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 131 289 0 24 Nov 2019
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 383 3,750 0 28 Feb 2017