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"

47 / 147 papers shown

Title
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 33 33 0 15 Nov 2022
ReasonChainQA: Text-based Complex Question Answering with Explainable Evidence Chains Minjun Zhu Yixuan Weng Shizhu He Kang Liu Jun Zhao LRM 25 6 0 17 Oct 2022
Improving Question Answering with Generation of NQ-like Questions Saptarashmi Bandyopadhyay Shraman Pal Hao-Li Zou Abhranil Chandra Jordan L. Boyd-Graber 29 1 0 12 Oct 2022
QAScore -- An Unsupervised Unreferenced Metric for the Question Generation Evaluation Tianbo Ji Chenyang Lyu Gareth J. F. Jones Liting Zhou Yvette Graham 27 21 0 09 Oct 2022
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering Mingxuan Ju Wenhao Yu Tong Zhao Chuxu Zhang Yanfang Ye 66 24 0 06 Oct 2022
Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering Priyanka Sen Alham Fikri Aji Amir Saffari LRM 102 61 0 04 Oct 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey Phillip Schneider Tim Schopf Juraj Vladika Mikhail Galkin Elena Simperl Florian Matthes 75 58 0 30 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 242 322 0 21 Sep 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 47 3 0 11 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 30 20 0 05 Aug 2022
Towards Complex Document Understanding By Discrete Reasoning Fengbin Zhu Wenqiang Lei Fuli Feng Chao Wang Haozhou Zhang Tat-Seng Chua 31 43 0 25 Jul 2022
Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic Vésteinn Snæbjarnarson H. Einarsson 30 5 0 05 Jul 2022
An Open-Domain QA System for e-Governance Radu Ion Andrei-Marius Avram Vasile Puaics Maria Mitrofan V. Mititelu Elena Irimia Valentin Badea 19 1 0 16 Jun 2022
RDU: A Region-based Approach to Form-style Document Understanding Fengbin Zhu Chao Wang Wenqiang Lei Ziyang Liu Tat-Seng Chua 30 2 0 14 Jun 2022
Improving VAE-based Representation Learning Mingtian Zhang Tim Z. Xiao Brooks Paige David Barber SSL DRL 15 9 0 28 May 2022
Investigating Information Inconsistency in Multilingual Open-Domain Question Answering Shramay Palta Haozhe An Yifan Yang Shuaiyi Huang Maharshi Gor 50 1 0 25 May 2022
ISA-bEL: Intelligent Search Algorithm based on Entity Linking Rubén González Sendino Mónica Ortega Carlos Carrasco 30 1 0 09 May 2022
Chart Question Answering: State of the Art and Future Directions Enamul Hoque P. Kavehzadeh Ahmed Masry 21 41 0 08 May 2022
Retrieval-Enhanced Machine Learning Hamed Zamani Fernando Diaz Mostafa Dehghani Donald Metzler Michael Bendersky 27 49 0 02 May 2022
Answer Consolidation: Formulation and Benchmarking Wenxuan Zhou Qiang Ning Heba Elfardy Kevin Small Muhao Chen 37 4 0 29 Apr 2022
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations Johannes Graf G. Lancho Patrick Zschech Kai Heinrich 27 3 0 19 Apr 2022
Multifaceted Improvements for Conversational Open-Domain Question Answering Tingting Liang Yixuan Jiang Congying Xia Ziqiang Zhao Yuyu Yin Philip S. Yu 27 4 0 01 Apr 2022
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering Jiawei Zhou Xiaoguang Li Lifeng Shang Lan Luo Ke Zhan ... Bo Zhao Fan Yu Xin Jiang Qun Liu Lei Chen 35 20 0 14 Mar 2022
Recognition-free Question Answering on Handwritten Document Collections Oliver Tüselmann Friedrich Müller Fabian Wolf G. Fink RALM 24 4 0 12 Feb 2022
Can Open Domain Question Answering Systems Answer Visual Knowledge Questions? Jiawen Zhang Abhijit Mishra Avinesh P.V.S Siddharth Patwardhan Sachin Agarwal 24 0 0 09 Feb 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 52 1,564 0 20 Jan 2022
QuALITY: Question Answering with Long Input Texts, Yes! Richard Yuanzhe Pang Alicia Parrish Nitish Joshi Nikita Nangia Jason Phang ... Vishakh Padmakumar Johnny Ma Jana Thompson He He Sam Bowman RALM 36 141 0 16 Dec 2021
The Choice of Knowledge Base in Automated Claim Checking Dominik Stammbach Boya Zhang Elliott Ash 24 5 0 15 Nov 2021
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents Song Feng S. Patel H. Wan Sachindra Joshi 59 66 0 26 Sep 2021
More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering Yang Bai D. Wang 96 10 0 25 Sep 2021
ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Historical News Collections Jiexin Wang Adam Jatowt Masatoshi Yoshikawa 37 33 0 08 Sep 2021
Exploiting Reasoning Chains for Multi-hop Science Question Answering Weiwen Xu Yang Deng Huihui Zhang Deng Cai W. Lam LRM 25 21 0 07 Sep 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 29 163 0 27 Jul 2021
RefBERT: Compressing BERT by Referencing to Pre-computed Representations Xinyi Wang Haiqing Yang Liang Zhao Yang Mo Jianping Shen MQ 28 3 0 11 Jun 2021
Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins S. Suri Ihab F. Ilyas Christopher Ré Theodoros Rekatsinas 33 21 0 02 Jun 2021
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering Weiwen Xu Huihui Zhang Deng Cai Wai Lam 34 34 0 25 May 2021
Towards Standard Criteria for human evaluation of Chatbots: A Survey Hongru Liang Huaqing Li 18 13 0 24 May 2021
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance Fengbin Zhu Wenqiang Lei Youcheng Huang Chao Wang Shuo Zhang Jiancheng Lv Fuli Feng Tat-Seng Chua AIMat 56 271 0 17 May 2021
MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price Qiutong Guo Shun Lei Qing Ye Zhiyang Fang 42 24 0 03 May 2021
Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction Xinmeng Li M. Alazab Qian Li K. Yu Quanjun Yin 6 12 0 27 Apr 2021
PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation Shu-Yi Xie Jian Ma Haiqing Yang Lian-Xin Jiang Yang Mo Jianping Shen 15 11 0 21 Apr 2021
Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables Xiaoyi Ruan Meizhi Jin Jian Ma Haiqing Yang Lian-Xin Jiang Yang Mo Mengyuan Zhou LMTD 33 2 0 21 Apr 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 138 273 0 23 Jan 2021
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction Yao Zhang Xu Zhang Jun Wang Hongru Liang Wenqiang Lei Zhe Sun Adam Jatowt Zhenglu Yang 12 17 0 22 Dec 2020
Answering Complex Open-domain Questions Through Iterative Query Generation Peng Qi Xiaowen Lin L. Mehr Zijian Wang Christopher D. Manning RALM ReLM LRM 183 117 0 15 Oct 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 164 134 0 17 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 458 2,592 0 03 Sep 2019