Title
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 115 63 0 13 May 2020
A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction Yilin Niu Fangkai Jiao Mantong Zhou Ting Yao Jingfang Xu Minlie Huang SyDa 70 34 0 11 May 2020
Crossing Variational Autoencoders for Answer Retrieval Wenhao Yu Lingfei Wu Qingkai Zeng S. Tao Yu Deng Meng Jiang DRL RALM OOD BDL 49 15 0 06 May 2020
SLEDGE: A Simple Yet Effective Baseline for COVID-19 Scientific Knowledge Search Sean MacAvaney Arman Cohan Nazli Goharian 85 23 0 05 May 2020
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting Sheng-Chieh Lin Jheng-Hong Yang Rodrigo Nogueira Ming-Feng Tsai Chuan-Ju Wang Jimmy J. Lin 84 24 0 05 May 2020
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering Hao Cheng Ming-Wei Chang Kenton Lee Kristina Toutanova 98 22 0 05 May 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 118 65 0 04 May 2020
DoQA -- Accessing Domain-Specific FAQs via Conversational QA Jon Ander Campos Arantxa Otegi Aitor Soroa Etxabe Jan Deriu Mark Cieliebak Eneko Agirre 82 67 0 04 May 2020
Do Neural Ranking Models Intensify Gender Bias? Navid Rekabsaz Markus Schedl 62 58 0 01 May 2020
KPQA: A Metric for Generative Question Answering Using Keyphrase Weights Hwanhee Lee Seunghyun Yoon Franck Dernoncourt Doo Soon Kim Trung Bui Joongbo Shin Kyomin Jung 47 0 0 01 May 2020
Sparse, Dense, and Attentional Representations for Text Retrieval Y. Luan Jacob Eisenstein Kristina Toutanova M. Collins 92 409 0 01 May 2020
Information Seeking in the Spirit of Learning: a Dataset for Conversational Curiosity Pedro Rodriguez Paul A. Crook Seungwhan Moon Zhiguang Wang RALM 72 12 0 01 May 2020
STARC: Structured Annotations for Reading Comprehension Yevgeni Berzak J. Malmaud R. Levy 65 24 0 30 Apr 2020
Question Rewriting for Conversational Question Answering Svitlana Vakulenko Shayne Longpre Zhucheng Tu R. Anantha 96 180 0 30 Apr 2020
Conversations with Search Engines: SERP-based Conversational Response Generation Pengjie Ren Zhumin Chen Zhaochun Ren Evangelos Kanoulas Christof Monz Maarten de Rijke 52 33 0 29 Apr 2020
On the Reliability of Test Collections for Evaluating Systems of Different Types Emine Yilmaz Nick Craswell Bhaskar Mitra Daniel Fernando Campos 56 20 0 28 Apr 2020
Conversational Question Answering over Passages by Leveraging Word Proximity Networks Magdalena Kaiser Rishiraj Saha Roy Gerhard Weikum RALM 58 13 0 27 Apr 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 145 1,383 0 27 Apr 2020
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization Canwen Xu Jiaxin Pei Hongtao Wu Yiyu Liu Chenliang Li MLLM VLM 59 14 0 26 Apr 2020
Rapidly Bootstrapping a Question Answering Dataset for COVID-19 Raphael Tang Rodrigo Nogueira Edwin Zhang Nikhil Gupta P. Cẩm Kyunghyun Cho Jimmy J. Lin 62 72 0 23 Apr 2020
Answer Generation through Unified Memories over Multiple Passages M. Nakatsuji Sohei Okui RALM 42 3 0 22 Apr 2020
Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation Kaustubh D. Dhole Christopher D. Manning 67 53 0 18 Apr 2020
A Survey of Document Grounded Dialogue Systems (DGDS) Longxuan Ma Weinan Zhang Mingda Li Ting Liu 75 19 0 17 Apr 2020
Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned Edwin Zhang Nikhil Gupta Rodrigo Nogueira Kyunghyun Cho Jimmy J. Lin 55 58 0 10 Apr 2020
Towards Automatic Generation of Questions from Long Answers Shlok Kumar Mishra Pranav Goel Abhishek Sharma Abhyuday N. Jagannatha David Jacobs Hal Daumé 52 8 0 10 Apr 2020
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Changmao Li Jinho Choi 51 26 0 07 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 116 1,115 0 06 Apr 2020
Reinforced Multi-task Approach for Multi-hop Question Generation D. Gupta Hardik Chauhan Akella Ravi Tej Asif Ekbal P. Bhattacharyya RALM LRM 74 23 0 05 Apr 2020
Talk to Papers: Bringing Neural Question Answering to Academic Search Tiancheng Zhao Kyusong Lee 54 14 0 04 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 54 2 0 04 Apr 2020
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 248 496 0 17 Mar 2020
Document Ranking with a Pretrained Sequence-to-Sequence Model Rodrigo Nogueira Zhiying Jiang Jimmy J. Lin 102 587 0 14 Mar 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
A Framework for Evaluation of Machine Reading Comprehension Gold Standards Viktor Schlegel Marco Valentino André Freitas Goran Nenadic Riza Batista-Navarro 58 30 0 10 Mar 2020
A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection Daniele Bonadiman Alessandro Moschitti RALM 68 10 0 04 Mar 2020
GenNet : Reading Comprehension with Multiple Choice Questions using Generation and Selection model Vaishali Ingale Pushpender Singh 53 3 0 03 Mar 2020
Pre-training Tasks for Embedding-based Large-scale Retrieval Wei-Cheng Chang Felix X. Yu Yin-Wen Chang Yiming Yang Sanjiv Kumar RALM 102 306 0 10 Feb 2020
Description Based Text Classification with Reinforcement Learning Duo Chai Wei Wu Qinghong Han Leilei Gan Jiwei Li VLM 181 68 0 08 Feb 2020
A Prototype of Serverless Lucene Jimmy J. Lin 13 1 0 04 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 137 175 0 02 Feb 2020
Conversations with Documents. An Exploration of Document-Centered Assistance Maartje ter Hoeve Robert Sim E. Nouri Adam Fourney Maarten de Rijke Ryen W. White 59 38 0 27 Jan 2020
DUMA: Reading Comprehension with Transposition Thinking Pengfei Zhu Hai Zhao Xiaoguang Li AI4CE 82 35 0 26 Jan 2020
A Study of the Tasks and Models in Machine Reading Comprehension Chao Wang LRM 69 1 0 23 Jan 2020
ManyModalQA: Modality Disambiguation and QA over Diverse Inputs Darryl Hannan Akshay Jain Joey Tianyi Zhou AAML 80 59 0 22 Jan 2020
Enhancing lexical-based approach with external knowledge for Vietnamese multiple-choice machine reading comprehension Kiet Van Nguyen Khiem Vinh Tran Son T. Luu A. Nguyen Ngan Luu-Thuy Nguyen 77 5 0 16 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 129 86 0 06 Jan 2020
Teaching a New Dog Old Tricks: Resurrecting Multilingual Retrieval Using Zero-shot Learning Sean MacAvaney Luca Soldaini Nazli Goharian 58 30 0 30 Dec 2019
Harnessing Evolution of Multi-Turn Conversations for Effective Answer Retrieval Mohammad Aliannejadi Manajit Chakraborty E. A. Ríssola Fabio Crestani 89 51 0 22 Dec 2019
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 147 61 0 20 Dec 2019
Duet at TREC 2019 Deep Learning Track Bhaskar Mitra Nick Craswell 50 7 0 10 Dec 2019