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A BERT Baseline for the Natural Questions

24 January 2019

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Papers citing "A BERT Baseline for the Natural Questions"

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Title
Automatic Dataset Generation for Knowledge Intensive Question Answering Tasks Sizhe Yuen Ting Su Ziyang Wang Yali Du Adam Sobey 54 0 0 20 May 2025
Analysis of the Reasoning with Redundant Information Provided Ability of Large Language Models Wenbei Xie LRM 64 2 0 06 Oct 2023
A Quantitative Review on Language Model Efficiency Research Meng Jiang Hy Dang Lingbo Tong 74 0 0 28 May 2023
Zero-Shot Dynamic Quantization for Transformer Inference Yousef El-Kurdi Jerry Quinn Avirup Sil MQ 64 1 0 17 Nov 2022
GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions Scott McCarley Mihaela A. Bornea Sara Rosenthal Anthony Ferritto Md Arafat Sultan Avirup Sil Radu Florian 42 1 0 16 Jun 2022
Synthetic Target Domain Supervision for Open Retrieval QA Revanth Reddy Gangi Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 81 13 0 20 Apr 2022
Reasoning over Public and Private Data in Retrieval-Based Systems Simran Arora Patrick Lewis Angela Fan Jacob Kahn Christopher Ré 66 25 0 14 Mar 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding Revanth Reddy Gangi Reddy Xilin Rui Manling Li Xudong Lin Haoyang Wen ... Joey Tianyi Zhou Avirup Sil Shih-Fu Chang Alex Schwing Heng Ji 74 32 0 20 Dec 2021
EntQA: Entity Linking as Question Answering Wenzheng Zhang Wenyue Hua K. Stratos 124 52 0 05 Oct 2021
SD-QA: Spoken Dialectal Question Answering for the Real World Fahim Faisal Sharlina Keshava ibn Alam Antonios Anastasopoulos 147 32 0 24 Sep 2021
What's in a Name? Answer Equivalence For Open-Domain Question Answering Chenglei Si Chen Zhao Jordan L. Boyd-Graber 196 35 0 11 Sep 2021
FinQA: A Dataset of Numerical Reasoning over Financial Data Zhiyu Chen Wenhu Chen Charese Smiley Sameena Shah Iana Borova ... Reema N Moussa Matthew I. Beane Ting-Hao 'Kenneth' Huang Bryan R. Routledge Wenjie Wang AIMat 134 356 0 01 Sep 2021
Android Security using NLP Techniques: A Review Sevil Sen Burcu Can AAML 39 4 0 07 Jul 2021
Towards More Equitable Question Answering Systems: How Much More Data Do You Need? Arnab Debnath Navid Rajabi F. Alam Antonios Anastasopoulos 67 11 0 28 May 2021
Poolingformer: Long Document Modeling with Pooling Attention Hang Zhang Yeyun Gong Yelong Shen Weisheng Li Jiancheng Lv Nan Duan Weizhu Chen 106 99 0 10 May 2021
Understanding by Understanding Not: Modeling Negation in Language Models Arian Hosseini Siva Reddy Dzmitry Bahdanau R. Devon Hjelm Alessandro Sordoni Rameswar Panda 98 90 0 07 May 2021
When to Foldém: How to answer Unanswerable questions Marshall Ho Zhipeng Zhou J. He 55 2 0 01 May 2021
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables Michael R. Glass Mustafa Canim A. Gliozzo Saneem A. Chemmengath Vishwajeet Kumar Rishav Chakravarti Avirup Sil FeiFei Pan Samarth Bharadwaj Nicolas Rodolfo Fauceglia LMTD 88 54 0 16 Apr 2021
Representations for Question Answering from Documents with Tables and Text Vicky Zayats Kristina Toutanova Mari Ostendorf LMTD 105 37 0 26 Jan 2021
Towards Confident Machine Reading Comprehension Rishav Chakravarti Avirup Sil 73 4 0 20 Jan 2021
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training R. Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 68 19 0 02 Dec 2020
A question-answering system for aircraft pilots' documentation Alexandre Arnold Gérard Dupont Félix Furger Catherine Kobus Franccois Lancelot 44 4 0 26 Nov 2020
GLGE: A New General Language Generation Evaluation Benchmark Dayiheng Liu Yu Yan Yeyun Gong Weizhen Qi Hang Zhang ... Jiancheng Lv Ruofei Zhang Winnie Wu Ming Zhou Nan Duan ELM 111 66 0 24 Nov 2020
ActBERT: Learning Global-Local Video-Text Representations Linchao Zhu Yi Yang ViT 134 423 0 14 Nov 2020
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval Akari Asai Eunsol Choi RALM 108 54 0 22 Oct 2020
Summary-Oriented Question Generation for Informational Queries Xusen Yin Li Zhou Kevin Small Jonathan May 72 3 0 19 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 391 628 0 13 Oct 2020
No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension Xuguang Wang Linjun Shou Ming Gong Nan Duan Daxin Jiang 58 12 0 25 Sep 2020
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding Shuohang Wang Luowei Zhou Zhe Gan Yen-Chun Chen Yuwei Fang S. Sun Yu Cheng Jingjing Liu 91 29 0 13 Sep 2020
QED: A Framework and Dataset for Explanations in Question Answering Matthew Lamm J. Palomaki Chris Alberti D. Andor Eunsol Choi Livio Baldini Soares Michael Collins 70 69 0 08 Sep 2020
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 112 118 0 04 Aug 2020
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre Yi Lu Joachim Daiber ELM HILM 103 161 0 30 Jul 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 611 2,109 0 28 Jul 2020
ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion Bingning Wang Ting Yao Qi Zhang Jingfang Xu Xiaochuan Wang RALM 70 21 0 22 Jun 2020
Results of the seventh edition of the BioASQ Challenge A. Nentidis K. Bougiatiotis Anastasia Krithara George Giannakopoulos 94 62 0 16 Jun 2020
Context-Based Quotation Recommendation Ansel MacLaughlin Tao Chen Burcu Karagol Ayan Dan Roth 69 5 0 17 May 2020
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension Bo Zheng Haoyang Wen Yaobo Liang Nan Duan Wanxiang Che Daxin Jiang Ming Zhou Ting Liu 83 47 0 12 May 2020
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA Nora Kassner Hinrich Schütze RALM 110 69 0 02 May 2020
RikiNet: Reading Wikipedia Pages for Natural Question Answering Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Daxin Jiang Jiancheng Lv Nan Duan RALM 94 55 0 30 Apr 2020
ETC: Encoding Long and Structured Inputs in Transformers Joshua Ainslie Santiago Ontanon Chris Alberti Vaclav Cvicek Zachary Kenneth Fisher Philip Pham Anirudh Ravula Sumit Sanghai Qifan Wang Li Yang 75 55 0 17 Apr 2020
What do Models Learn from Question Answering Datasets? Priyanka Sen Amir Saffari RALM ELM 80 75 0 07 Apr 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 231 613 0 10 Mar 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary Mohammad Shoeybi Bryan Catanzaro ELM 81 160 0 22 Feb 2020
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering Shayne Longpre Yi Lu Zhucheng Tu Christopher DuBois 66 70 0 04 Dec 2019
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi RALM 111 108 0 10 Nov 2019
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner Hinrich Schütze 78 325 0 08 Nov 2019
The TechQA Dataset Vittorio Castelli Rishav Chakravarti Saswati Dana Anthony Ferritto Radu Florian ... Andrzej Sakrajda Avirup Sil Rosario A. Uceda-Sosa T. Ward Rong Zhang 87 46 0 08 Nov 2019
BERT for Evidence Retrieval and Claim Verification Shrishti Saha Shetu Christof Monz E. Mabande RALM 91 126 0 07 Oct 2019
Measuring Domain Portability and ErrorPropagation in Biomedical QA Stefan Hosein D. Andor Ryan T. McDonald 56 9 0 12 Sep 2019
Frustratingly Easy Natural Question Answering Lin Pan Rishav Chakravarti Anthony Ferritto Michael R. Glass A. Gliozzo Salim Roukos Radu Florian Avirup Sil 59 14 0 11 Sep 2019