Title
SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search Sean MacAvaney Arman Cohan Nazli Goharian 66 21 0 12 Oct 2020
Open-Domain Question Answering Goes Conversational via Question Rewriting R. Anantha Svitlana Vakulenko Zhucheng Tu Shayne Longpre S. Pulman Srinivas Chappidi LRM 83 171 0 10 Oct 2020
Multi-hop Inference for Question-driven Summarization Yang Deng Wenxuan Zhang Wai Lam 38 22 0 08 Oct 2020
Learning a Cost-Effective Annotation Policy for Question Answering Bernhard Kratzwald Stefan Feuerriegel Huan Sun OffRL 49 16 0 07 Oct 2020
A Review on Fact Extraction and Verification Giannis Bekoulis Christina Papagiannopoulou Nikos Deligiannis 118 45 0 06 Oct 2020
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces Albert Webson Zhizhong Chen Carsten Eickhoff Ellie Pavlick 45 15 0 06 Oct 2020
Inquisitive Question Generation for High Level Text Comprehension Wei-Jen Ko Tengyang Chen Yiyan Huang Greg Durrett Junyi Jessy Li 58 48 0 04 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan M. Zhou 51 37 0 04 Oct 2020
LiveQA: A Question Answering Dataset over Sports Live Qianying Liu Sicong Jiang Yizhong Wang Sujian Li 63 14 0 01 Oct 2020
RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble Michael Bendersky Honglei Zhuang Ji Ma Shuguang Han Keith B. Hall Ryan T. McDonald 67 16 0 01 Oct 2020
MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading Comprehension Huaishao Luo Yu Shi Ming Gong Linjun Shou Tianrui Li 21 4 0 29 Sep 2020
Can questions summarize a corpus? Using question generation for characterizing COVID-19 research Gabriela Surita Rodrigo Nogueira R. Lotufo 29 7 0 19 Sep 2020
Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen RALM 114 252 0 17 Sep 2020
Simplified TinyBERT: Knowledge Distillation for Document Retrieval Xuanang Chen Xianpei Han Kai Hui Le Sun Yingfei Sun 88 25 0 16 Sep 2020
Tag and Correct: Question aware Open Information Extraction with Two-stage Decoding Martin Kuo Yaobo Liang Lei Ji Nan Duan Linjun Shou Ming Gong Peng Chen BDL 3DV 11 0 0 16 Sep 2020
Multi-span Style Extraction for Generative Reading Comprehension Junjie Yang Zhuosheng Zhang Hai Zhao SyDa 51 14 0 15 Sep 2020
BERT-QE: Contextualized Query Expansion for Document Re-ranking Zhi Zheng Kai Hui Xianpei Han Xianpei Han Le Sun Andrew Yates 68 97 0 15 Sep 2020
Composing Answer from Multi-spans for Reading Comprehension Zhuosheng Zhang Yiqing Zhang Hai Zhao Xi Zhou Xiang Zhou RALM 36 4 0 14 Sep 2020
Rank over Class: The Untapped Potential of Ranking in Natural Language Processing Amir Atapour-Abarghouei Stephen Bonner A. Mcgough 55 4 0 10 Sep 2020
Patient Cohort Retrieval using Transformer Language Models Sarvesh Soni Kirk Roberts 46 9 0 10 Sep 2020
Brown University at TREC Deep Learning 2019 George Zerveas Ruochen Zhang Leila Kim Carsten Eickhoff 25 14 0 08 Sep 2020
Multi-Perspective Semantic Information Retrieval Samarth Rawal Chitta Baral 34 3 0 03 Sep 2020
SRQA: Synthetic Reader for Factoid Question Answering Jiuniu Wang Wenjia Xu Xingyu Fu Yang Wei Li Jin Ziyan Chen Guangluan Xu Yirong Wu RALM 52 7 0 02 Sep 2020
Revisiting the Open-Domain Question Answering Pipeline Sina J. Semnani Manish Pandey RALM LRM 62 5 0 02 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 99 237 0 27 Aug 2020
Relation/Entity-Centric Reading Comprehension Takeshi Onishi 28 0 0 27 Aug 2020
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question Answering Sebastian Hofstatter Markus Zlabinger Mete Sertkan M. Schröder Allan Hanbury RALM 44 12 0 12 Aug 2020
A Survey on Text Classification: From Shallow to Deep Learning Qian Li Hao Peng Jianxin Li Congyin Xia Renyu Yang Lichao Sun Philip S. Yu Lifang He VLM 174 358 0 02 Aug 2020
App-Aware Response Synthesis for User Reviews Umar Farooq A.B. Siddique Fuad Jamour Zhijia Zhao Vagelis Hristidis AAML 70 15 0 31 Jul 2020
Towards Ecologically Valid Research on Language User Interfaces H. D. Vries Dzmitry Bahdanau Christopher D. Manning 291 52 0 28 Jul 2020
Understanding BERT Rankers Under Distillation Luyu Gao Zhuyun Dai Jamie Callan 75 50 0 21 Jul 2020
Conformer-Kernel with Query Term Independence for Document Retrieval Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 61 21 0 20 Jul 2020
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain Samarth Rawal 18 3 0 17 Jul 2020
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset Edwin Zhang Nikhil Gupta Raphael Tang Xiao Han Ronak Pradeep ... Yue Zhang Rodrigo Nogueira Kyunghyun Cho Hui Fang Jimmy J. Lin 83 59 0 14 Jul 2020
Relevance-guided Supervision for OpenQA with ColBERT Omar Khattab Christopher Potts Matei A. Zaharia RALM 74 100 0 01 Jul 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 147 1,238 0 01 Jul 2020
DocVQA: A Dataset for VQA on Document Images Minesh Mathew Dimosthenis Karatzas C. V. Jawahar 169 748 0 01 Jul 2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 132 52 0 22 Jun 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
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets Chengchang Zeng Shaobo Li Qin Li Jie Hu Jianjun Hu 110 101 0 21 Jun 2020
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization A. Esteva Anuprit Kale Romain Paulus Kazuma Hashimoto Wenpeng Yin Dragomir R. Radev R. Socher 107 65 0 17 Jun 2020
Mining Implicit Relevance Feedback from User Behavior for Web Question Answering Linjun Shou Shining Bo Feixiang Cheng Ming Gong J. Pei Daxin Jiang 69 9 0 13 Jun 2020
ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search Nick Craswell Daniel Fernando Campos Bhaskar Mitra Emine Yilmaz B. Billerbeck 78 82 0 09 Jun 2020
Knowledge-Aided Open-Domain Question Answering Mantong Zhou Zhouxing Shi Minlie Huang Xiaoyan Zhu RALM 55 14 0 09 Jun 2020
Conversational Machine Comprehension: a Literature Review Somil Gupta Bhanu Pratap Singh Rawat Hong Yu 74 22 0 01 Jun 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic Riza Batista-Navarro ELM 84 18 0 29 May 2020
Query Resolution for Conversational Search with Limited Supervision Nikos Voskarides Dan Li Pengjie Ren Evangelos Kanoulas Maarten de Rijke 81 126 0 24 May 2020
Open-Retrieval Conversational Question Answering Chen Qu Liu Yang Cen Chen Minghui Qiu W. Bruce Croft Mohit Iyyer RALM 85 175 0 22 May 2020
Fluent Response Generation for Conversational Question Answering Ashutosh Baheti Alan Ritter Kevin Small 79 29 0 21 May 2020
BIOMRC: A Dataset for Biomedical Machine Reading Comprehension Petros Stavropoulos Dimitris Pappas Ion Androutsopoulos Ryan T. McDonald 73 51 0 13 May 2020