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
QAnswer: Towards Question Answering Search over Websites Kunpeng Guo Clement Defretiere Dennis Diefenbach Christophe Gravier Antoine Gourru 40 4 0 17 Jan 2024
AntEval: Evaluation of Social Interaction Competencies in LLM-Driven Agents Yuanzhi Liang Linchao Zhu Yi Yang LLMAG 30 0 0 12 Jan 2024
Building Efficient and Effective OpenQA Systems for Low-Resource Languages Emrah Budur Riza Ozccelik Dilara Soylu Omar Khattab Tunga Güngör Christopher Potts 30 1 0 07 Jan 2024
A Joint-Reasoning based Disease Q&A System Prakash Chandra Sukhwal Vaibhav Rajan A. Kankanhalli LM&MA AI4MH 23 0 0 06 Jan 2024
FusionMind -- Improving question and answering with external context fusion Shreyas Verma Manoj Parmar Palash Choudhary Sanchita Porwal RALM 26 0 0 31 Dec 2023
HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses Xinke Jiang Ruizhe Zhang Yongxin Xu Rihong Qiu Yue Fang ... Jinyi Tang Hongxin Ding Xu Chu Junfeng Zhao Yasha Wang RALM 32 20 0 26 Dec 2023
Evaluating ChatGPT as a Question Answering System: A Comprehensive Analysis and Comparison with Existing Models Hossein Bahak Farzaneh Taheri Zahra Zojaji Arefeh Kazemi ELM AI4MH 42 17 0 11 Dec 2023
KnowGPT: Knowledge Graph based Prompting for Large Language Models Qinggang Zhang Junnan Dong Hao Chen Daochen Zha Zailiang Yu Xiao Huang KELM RALM 24 5 0 11 Dec 2023
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering Inderjeet Nair Shwetha Somasundaram Apoorv Saxena Koustava Goswami RALM 29 8 0 22 Nov 2023
ToolTalk: Evaluating Tool-Usage in a Conversational Setting Nicholas Farn Richard Shin LLMAG ELM 40 14 0 15 Nov 2023
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models Wenhao Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 73 106 0 15 Nov 2023
Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources Yerin Hwang Yongi-Mi Kim Hyunkyung Bae Jeesoo Bang Hwanhee Lee Kyomin Jung 34 6 0 09 Nov 2023
1-PAGER: One Pass Answer Generation and Evidence Retrieval Palak Jain Livio Baldini Soares Tom Kwiatkowski RALM 33 6 0 25 Oct 2023
Large Language Models are Visual Reasoning Coordinators Liangyu Chen Bo Li Sheng Shen Jingkang Yang Chunyuan Li Kurt Keutzer Trevor Darrell Ziwei Liu VLM LRM 41 51 0 23 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 29 21 0 11 Oct 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh Chawla Panpan Xu AI4CE 42 44 0 27 Sep 2023
QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation Kunlun Zhu Shihao Liang Xu Han Zhi Zheng Guoyang Zeng Zhiyuan Liu Maosong Sun 55 2 0 19 Sep 2023
Knowledge Graph Prompting for Multi-Document Question Answering Yu-Chiang Frank Wang Nedim Lipka Ryan A. Rossi Alexa F. Siu Ruiyi Zhang Tyler Derr RALM 34 114 0 22 Aug 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 34 8 0 30 Jul 2023
Improving Opinion-based Question Answering Systems Through Label Error Detection and Overwrite Xiao Yang A. Mohamed Shashank Jain Stanislav Peshterliev Debojeet Chatterjee Hanwen Zha Nikita Bhalla Gagan Aneja Pranab Mohanty 19 0 0 13 Jun 2023
Building Extractive Question Answering System to Support Human-AI Health Coaching Model for Sleep Domain I. Bojić Qi Chwen Ong Chenyu You Josip Car 20 3 0 31 May 2023
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions Zhihan Zhang Wenhao Yu Zheng Ning Mingxuan Ju Meng Jiang 31 4 0 23 May 2023
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database Minjun Zhu Yixuan Weng Shizhu He Kang Liu Jun Zhao RALM LRM 33 1 0 23 May 2023
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions Wenhao Yu Meng Jiang Peter Clark Ashish Sabharwal 20 22 0 23 May 2023
Improving Language Models via Plug-and-Play Retrieval Feedback Wenhao Yu Zhihan Zhang Zhenwen Liang Meng Jiang Ashish Sabharwal KELM LRM 44 71 0 23 May 2023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities Yuqi Zhu Xiaohan Wang Jing Chen Shuofei Qiao Yixin Ou Yunzhi Yao Shumin Deng Huajun Chen Ningyu Zhang LLMAG 46 111 0 22 May 2023
Evaluating Open-QA Evaluation Cunxiang Wang Sirui Cheng Qipeng Guo Yuanhao Yue Bowen Ding Zhikun Xu Yidong Wang Xiangkun Hu Zheng Zhang Yue Zhang ELM 34 30 0 21 May 2023
The Web Can Be Your Oyster for Improving Large Language Models Junyi Li Tianyi Tang Wayne Xin Zhao Jingyuan Wang Jian-Yun Nie Ji-Rong Wen RALM KELM 35 5 0 18 May 2023
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems Wenhao Yu Zhihan Zhang Meng Jiang KELM 75 40 0 16 May 2023
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs Fengbin Zhu Chao Wang Fuli Feng Zifeng Ren Moxin Li Tat-Seng Chua 47 3 0 03 May 2023
Multimodal Neural Databases Giovanni Trappolini Andrea Santilli Emanuele Rodolà A. Halevy Fabrizio Silvestri 58 10 0 02 May 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 48 17 0 12 Apr 2023
A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets I. Bojić Josef Halim Verena Suharman Sreeja Tar Qi Chwen Ong Duy Phung Mathieu Ravaut Chenyu You Josip Car FedML 39 3 0 02 Apr 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 38 509 0 07 Mar 2023
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints Albert Lu Hongxin Zhang Yanzhe Zhang Xuezhi Wang Diyi Yang LRM 35 28 0 17 Feb 2023
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents Shreya Saxena Raj Sangani Siva Prasad Shubham Kumar Mihir Athale Rohan Awhad Vishal Vaddina 21 5 0 14 Feb 2023
Powering an AI Chatbot with Expert Sourcing to Support Credible Health Information Access Ziang Xiao Q. V. Liao Michelle X. Zhou T. Grandison Yunyao Li 42 51 0 25 Jan 2023
Mining Healthcare Procurement Data Using Text Mining and Natural Language Processing -- Reflection From An Industrial Project Ziqi Zhang Tomas Jasaitis Richard Freeman Rowida Alfrjani Adam Funk 11 6 0 09 Jan 2023
A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions Dingzirui Wang Longxu Dou Wanxiang Che 36 5 0 27 Dec 2022
Multi-hop Evidence Retrieval for Cross-document Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen LRM 30 11 0 21 Dec 2022
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal KELM RALM LRM 44 390 0 20 Dec 2022
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 28 13 0 19 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 29 31 0 19 Dec 2022
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning Soumya Sanyal Yichong Xu Shuohang Wang Ziyi Yang Reid Pryzant Wenhao Yu Chenguang Zhu Xiang Ren ReLM LRM 35 8 0 19 Dec 2022
Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering Shaomu Tan Denis Paperno RALM 25 0 0 17 Dec 2022
PolQA: Polish Question Answering Dataset Piotr Rybak Piotr Przybyła M. Ogrodniczuk 28 6 0 17 Dec 2022
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA Junlong Li Jinyuan Wang ZhuoSheng Zhang Hai Zhao LRM 39 32 0 16 Dec 2022
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification Muhammad Ferjad Naeem Muhammad Gul Zain Ali Khan Yongqin Xian Muhammad Zeshan Afzal D. Stricker Luc Van Gool F. Tombari VLM 35 52 0 05 Dec 2022
Evaluating the Knowledge Dependency of Questions Hyeongdon Moon Yoonseok Yang Jamin Shin Hangyeol Yu Seunghyun Lee Myeongho Jeong Juneyoung Park Minsam Kim Seungtaek Choi AI4Ed 33 10 0 21 Nov 2022
Deanthropomorphising NLP: Can a Language Model Be Conscious? Matthew Shardlow Piotr Przybyła 37 5 0 21 Nov 2022