Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering

4 January 2021

Papers citing "Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering"

50 / 147 papers shown

Title
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps Jie Ou Jinyu Guo Shuaihong Jiang Zhaokun Wang Libo Qin Shunyu Yao Wenhong Tian 3DV 22 0 0 19 May 2025
Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion Yejun Yoon Jaeyoon Jung Seunghyun Yoon Kunwoo Park 32 0 0 19 Apr 2025
A Survey on Federated Fine-tuning of Large Language Models Yebo Wu Chunlin Tian Jingguang Li He Sun Kahou Tam Li Li Chengzhong Xu FedML 86 0 0 15 Mar 2025
FinTMMBench: Benchmarking Temporal-Aware Multi-Modal RAG in Finance Fengbin Zhu Junfeng Li Liangming Pan Wenjie Wang Fuli Feng Chao Wang Huanbo Luan Tat-Seng Chua AIFin 67 0 0 07 Mar 2025
Application of integrated gradients explainability to sociopsychological semantic markers Ali Aghababaei Jan Nikadon Magdalena Formanowicz Maria Laura Bettinsoli Carmen Cervone Caterina Suitner Tomaso Erseghe 51 0 0 06 Mar 2025
Optimizing open-domain question answering with graph-based retrieval augmented generation Joyce Cahoon Prerna Singh Nick Litombe Jonathan Larson Ha Trinh Yiwen Zhu A. Mueller Fotis Psallidas Carlo Curino 34 0 0 04 Mar 2025
SceneLLM: Implicit Language Reasoning in LLM for Dynamic Scene Graph Generation Hang Zhang Zhuoling Li Jun Liu LRM 100 1 0 15 Dec 2024
RAG-based Question Answering over Heterogeneous Data and Text Philipp Christmann Gerhard Weikum LMTD RALM 91 3 0 10 Dec 2024
Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data Anum Afzal Juraj Vladika Gentrit Fazlija Andrei Staradubets Florian Matthes RALM 38 0 0 13 Nov 2024
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding Jaemin Cho Debanjan Mahata Ozan Irsoy Yujie He Joey Tianyi Zhou VLM 35 10 0 07 Nov 2024
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models Qitan Lv Jie Wang Hanzhu Chen Bin Li Yongdong Zhang Feng Wu HILM 33 3 0 19 Oct 2024
Telco-DPR: A Hybrid Dataset for Evaluating Retrieval Models of 3GPP Technical Specifications Thaina Saraiva Marco Sousa Pedro Vieira António Rodrigues 34 0 0 15 Oct 2024
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 245 1 0 15 Oct 2024
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG Bowen Jin Jinsung Yoon Jiawei Han Sercan Ö. Arik AIFin RALM 44 27 0 08 Oct 2024
AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses Xiaotian Lu Jiyi Li Koh Takeuchi Hisashi Kashima ELM 18 1 0 02 Oct 2024
Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions Enamul Hoque Mohammed Saidul Islam 38 2 0 29 Sep 2024
Zero-Shot Multi-Hop Question Answering via Monte-Carlo Tree Search with Large Language Models Seongmin Lee Jaewook Shin Youngjin Ahn Seokin Seo Ohjoon Kwon Kee-Eung Kim LRM 20 0 0 28 Sep 2024
A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering Georgios Sidiropoulos Evangelos Kanoulas RALM 39 0 0 20 Sep 2024
MaxMind: A Memory Loop Network to Enhance Software Productivity based on Large Language Models Yuchen Dong Xiaoxiang Fang Yuchen Hu Renshuang Jiang Zhe Jiang 65 0 0 07 Aug 2024
Making Long-Context Language Models Better Multi-Hop Reasoners Yanyang Li Shuo Liang M. Lyu Liwei Wang LLMAG LRM 30 11 0 06 Aug 2024
Crafting the Path: Robust Query Rewriting for Information Retrieval Ingeol Baek Jimin Lee Joonho Yang Hwanhee Lee 51 5 0 17 Jul 2024
STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering Zhenyu Bi Daniel Hajialigol Zhongkai Sun Jie Hao Xuan Wang LRM 37 1 0 04 Jul 2024
Database-Augmented Query Representation for Information Retrieval Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park 42 2 0 23 Jun 2024
Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models Akchay Srivastava Atif Memon ELM 48 1 0 19 Jun 2024
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization Masafumi Enomoto Kunihiro Takeoka Kosuke Akimoto Kiril Gashteovski Masafumi Oyamada RALM 32 1 0 18 Jun 2024
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG Boyi Deng Wenjie Wang Fengbin Zhu Qifan Wang Fuli Feng 38 4 0 17 Jun 2024
CtrlA: Adaptive Retrieval-Augmented Generation via Probe-Guided Control Huanshuo Liu Hao Zhang Zhijiang Guo Kuicai Dong Xiangyang Li Yi Quan Lee Cong Zhang Yong-jin Liu 3DV 45 1 0 29 May 2024
Large Language Models Can Self-Correct with Minimal Effort Zhenyu Wu Qingkai Zeng Zhihan Zhang Zhaoxuan Tan Chao Shen Meng Jiang KELM LRM ReLM 46 10 0 23 May 2024
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering Mengkang Hu Haoyu Dong Ping Luo Shi Han Dongmei Zhang LMTD RALM 44 2 0 13 May 2024
Evaluation of Retrieval-Augmented Generation: A Survey Hao Yu Aoran Gan Kai Zhang Shiwei Tong Qi Liu Zhaofeng Liu 3DV 67 83 0 13 May 2024
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization Hamed Zamani Michael Bendersky 59 23 0 05 May 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models Alireza Salemi Hamed Zamani 38 4 0 30 Apr 2024
When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively Tiziano Labruna Jon Ander Campos Gorka Azkune 26 10 0 30 Apr 2024
Multi-hop Question Answering over Knowledge Graphs using Large Language Models Abir Chakraborty KELM RALM 51 3 0 30 Apr 2024
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL Yongjin Yang Sihyeon Kim Sangmook Kim Gyubok Lee Se-Young Yun Edward Choi 41 2 0 29 Apr 2024
Understanding Privacy Risks of Embeddings Induced by Large Language Models Zhihao Zhu Ninglu Shao Defu Lian Chenwang Wu Zheng Liu Yi Yang Enhong Chen 37 0 0 25 Apr 2024
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering Jiapeng Li Runze Liu Yabo Liu Tong Zhou Mingling Li Xiang Chen LRM 49 3 0 22 Apr 2024
RAM: Towards an Ever-Improving Memory System by Learning from Communications Jiaqi Li Xiaobo Wang Wentao Ding Zihao Wang Yipeng Kang Zixia Jia Zilong Zheng 56 2 0 18 Apr 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval Juraj Vladika Florian Matthes RALM 28 5 0 12 Apr 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation Ruotong Pan Boxi Cao Hongyu Lin Xianpei Han Jia Zheng Sirui Wang Xunliang Cai Le Sun 42 9 0 10 Apr 2024
KazQAD: Kazakh Open-Domain Question Answering Dataset Rustem Yeshpanov Pavel Efimov Leonid Boytsov Ardak Shalkarbayuli Pavel Braslavski RALM 41 4 0 06 Apr 2024
LLMs are Good Sign Language Translators Jia Gong Lin Geng Foo Yixuan He Hossein Rahmani Jun Liu SLR 76 25 0 01 Apr 2024
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park RALM 28 148 0 21 Mar 2024
Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering Yuan Gao Yiheng Zhu Yuanbin Cao Yinzhi Zhou Zhen Wu Yujie Chen Shenglan Wu Haoyuan Hu Xinyu Dai LRM 57 2 0 19 Mar 2024
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering Hongda Sun Yuxuan Liu Chengwei Wu Haiyu Yan Cheng Tai Xin Gao Shuo Shang Rui Yan 33 7 0 08 Mar 2024
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering Giacomo Frisoni Alessio Cocchieri Alex Presepi Gianluca Moro Zaiqiao Meng RALM MedIm 52 15 0 04 Mar 2024
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering Yuhao Wang Ruiyang Ren Junyi Li Wayne Xin Zhao Jing Liu Ji-Rong Wen RALM 45 9 0 27 Feb 2024
Divide-or-Conquer? Which Part Should You Distill Your LLM? Zhuofeng Wu Richard He Bai Aonan Zhang Jiatao Gu V. Vydiswaran Navdeep Jaitly Yizhe Zhang LRM 40 7 0 22 Feb 2024
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che LRM 39 0 0 16 Feb 2024
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? Hexiang Tan Fei Sun Wanli Yang Yuanzhuo Wang Qi Cao Xueqi Cheng 33 13 0 22 Jan 2024