Title
Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring Xiyao Ma Qile Zhu Yanlin Zhou Xiaolin Li D. Wu 3DV 109 62 0 02 Dec 2019
JEC-QA: A Legal-Domain Question Answering Dataset Haoxiang Zhong Chaojun Xiao Cunchao Tu Tianyang Zhang Zhiyuan Liu Maosong Sun ELM AILaw 96 157 0 27 Nov 2019
Unsupervised Domain Adaptation of Language Models for Reading Comprehension Kosuke Nishida Kyosuke Nishida Itsumi Saito Hisako Asano J. Tomita 95 26 0 25 Nov 2019
Conclusion-Supplement Answer Generation for Non-Factoid Questions M. Nakatsuji Sohei Okui 3DV 44 8 0 25 Nov 2019
Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation Edwin Simpson Yang Gao Iryna Gurevych BDL 64 11 0 22 Nov 2019
Improving Conditioning in Context-Aware Sequence to Sequence Models Xinyi Wang Jason Weston Michael Auli Yacine Jernite 91 13 0 21 Nov 2019
Question Generation from Paragraphs: A Tale of Two Hierarchical Models Vishwajeet Kumar Raktim Chaki Sai Teja Talluri Kristine Newman Yuan-Fang Li Gholamreza Haffari 34 5 0 08 Nov 2019
Contrastive Multi-document Question Generation W. Cho Yizhe Zhang Sudha Rao Asli Celikyilmaz Chenyan Xiong Jianfeng Gao Mengdi Wang Bill Dolan SyDa 121 28 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
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Leilei Gan Jiwei Li 114 592 0 07 Nov 2019
Towards Domain Adaptation from Limited Data for Question Answering Using Deep Neural Networks Timothy J. Hazen Shehzaad Dhuliawala Daniel Boies OOD 60 19 0 06 Nov 2019
Question Answering for Privacy Policies: Combining Computational and Legal Perspectives Abhilasha Ravichander A. Black Shomir Wilson Thomas B. Norton Norman M. Sadeh AILaw 113 112 0 03 Nov 2019
Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension Ying Xu Xu Zhong Antonio Jimeno Yepes Jey Han Lau AI4CE CLL 59 45 0 01 Nov 2019
Multi-Stage Document Ranking with BERT Rodrigo Nogueira Wei Yang Kyunghyun Cho Jimmy J. Lin 91 398 0 31 Oct 2019
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models W. Cho Yizhe Zhang Sudha Rao Chris Brockett Sungjin Lee 79 7 0 25 Oct 2019
Capturing Greater Context for Question Generation Anh Tuan Luu Darsh J. Shah Regina Barzilay RALM 65 70 0 22 Oct 2019
Learning to Answer Subjective, Specific Product-Related Queries using Customer Reviews by Adversarial Domain Adaptation Manirupa Das Zhen Wang Evan Jaffe Madhuja Chattopadhyay Eric Fosler-Lussier R. Ramnath AAML 70 2 0 18 Oct 2019
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels Yimin Jing Deyi Xiong Yan Zhen 87 31 0 11 Oct 2019
Multilingual Question Answering from Formatted Text applied to Conversational Agents W. Siblini Charlotte Pasqual Axel Lavielle Mohamed Challal Cyril Cauchois 60 19 0 10 Oct 2019
BERT for Evidence Retrieval and Claim Verification Shrishti Saha Shetu Christof Monz E. Mabande RALM 91 126 0 07 Oct 2019
MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension Di Jin Shuyang Gao Jiun-Yu Kao Tagyoung Chung Dilek Z. Hakkani-Tür 78 69 0 01 Oct 2019
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation Ze Yang Can Xu Wei Wu Zhoujun Li 3DV 80 29 0 26 Sep 2019
An Empirical Study of Content Understanding in Conversational Question Answering Ting-Rui Chiang Hao-Tong Ye Yun-Nung Chen ELM 67 8 0 24 Sep 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 212 138 0 17 Sep 2019
KorQuAD1.0: Korean QA Dataset for Machine Reading Comprehension Seungyoung Lim Myungji Kim Jooyoul Lee 69 93 0 16 Sep 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model Tsung-Yuan Hsu Chi-Liang Liu Hung-yi Lee 85 60 0 15 Sep 2019
Neural Conversational QA: Learning to Reason v.s. Exploiting Patterns Nikhil Verma Abhishek Sharma Dhiraj Madan Danish Contractor Harshit Kumar Sachindra Joshi 35 2 0 09 Sep 2019
Improving Neural Question Generation using World Knowledge D. Gupta Kaheer Suleman Mahmoud Adada Andrew McNamara Justin Harris MedIm 70 7 0 09 Sep 2019
Large Scale Question Answering using Tourism Data Danish Contractor Krunal Shah Aditi Partap Mausam Parag Singla RALM 50 7 0 08 Sep 2019
Incorporating External Knowledge into Machine Reading for Generative Question Answering Bin Bi Chen Henry Wu Ming Yan Wei Wang Jiangnan Xia Chenliang Li RALM 218 44 0 06 Sep 2019
Multi-Task Learning with Language Modeling for Question Generation Wenjie Zhou Minghua Zhang Yunfang Wu 70 32 0 30 Aug 2019
Interactive Language Learning by Question Answering Xingdi Yuan Marc-Alexandre Côté Jie Fu Zhouhan Lin C. Pal Yoshua Bengio Adam Trischler 83 47 0 28 Aug 2019
Interactive Machine Comprehension with Information Seeking Agents Xingdi Yuan Jie Fu Marc-Alexandre Côté Yi Tay C. Pal Adam Trischler 104 16 0 27 Aug 2019
Movie Plot Analysis via Turning Point Identification Pinelopi Papalampidi Frank Keller Mirella Lapata 63 63 0 27 Aug 2019
Adversarial Domain Adaptation for Machine Reading Comprehension Huazheng Wang Zhe Gan Xiaodong Liu Jingjing Liu Jianfeng Gao Hongning Wang 60 65 0 24 Aug 2019
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level Zixian Huang Yulin Shen Xiao Li Yuang Wei Gong Cheng Lin Zhou Xinyu Dai Yuzhong Qu RALM ELM 58 24 0 20 Aug 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Koustuv Sinha Shagun Sodhani Jin Dong Joelle Pineau William L. Hamilton 91 211 0 16 Aug 2019
Learning Representations and Agents for Information Retrieval Rodrigo Nogueira AIFin 31 1 0 16 Aug 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning Pradeep Dasigi Nelson F. Liu Ana Marasović Noah A. Smith Matt Gardner RALM 82 174 0 16 Aug 2019
Multi-class Hierarchical Question Classification for Multiple Choice Science Exams Dongfang Xu Peter Alexander Jansen Jaycie Martin Zhengnan Xie Vikas Yadav Harish Tayyar Madabushi Oyvind Tafjord Peter Clark 67 23 0 15 Aug 2019
XCMRC: Evaluating Cross-lingual Machine Reading Comprehension Pengyuan Liu Yuning Deng Chenghao Zhu Han Hu ELM 55 9 0 15 Aug 2019
SG-Net: Syntax-Guided Machine Reading Comprehension Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 94 188 0 14 Aug 2019
Reasoning-Driven Question-Answering for Natural Language Understanding Daniel Khashabi LRM 57 11 0 14 Aug 2019
AmazonQA: A Review-Based Question Answering Task Mansi Gupta Nitish Kulkarni Raghuveer Chanda Anirudha Rayasam Zachary Chase Lipton RALM 76 71 0 12 Aug 2019
Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian Momchil Hardalov Ivan Koychev Preslav Nakov RALM 76 20 0 05 Aug 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 128 627 0 22 Jul 2019
TWEETQA: A Social Media Focused Question Answering Dataset Wenhan Xiong Jiawei Wu Hong Wang Vivek Kulkarni Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 77 78 0 14 Jul 2019
Cross-Lingual Transfer Learning for Question Answering Chia-Hsuan Lee Hung-yi Lee 71 23 0 13 Jul 2019
ReQA: An Evaluation for End-to-End Answer Retrieval Models Amin Ahmad Noah Constant Yinfei Yang Daniel Cer RALM 76 54 0 10 Jul 2019
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks Bhaskar Mitra Corby Rosset D. Hawking Nick Craswell Fernando Diaz Emine Yilmaz 68 30 0 08 Jul 2019