Know What You Don't Know: Unanswerable Questions for SQuAD

11 June 2018

Robin Jia

Papers citing "Know What You Don't Know: Unanswerable Questions for SQuAD"

50 / 586 papers shown

Title
Calibrating Structured Output Predictors for Natural Language Processing Abhyuday N. Jagannatha Hong-ye Yu 22 28 0 09 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 36 472 0 08 Apr 2020
Query Focused Multi-Document Summarization with Distant Supervision Yumo Xu Mirella Lapata RALM 29 12 0 06 Apr 2020
Continual Domain-Tuning for Pretrained Language Models Subendhu Rongali Abhyuday N. Jagannatha Bhanu Pratap Singh Rawat Hong-ye Yu CLL KELM 8 7 0 05 Apr 2020
Learning to Encode Position for Transformer with Continuous Dynamical Model Xuanqing Liu Hsiang-Fu Yu Inderjit Dhillon Cho-Jui Hsieh 16 107 0 13 Mar 2020
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking Samuel Broscheit OCL 28 120 0 11 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 61 592 0 10 Mar 2020
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training Hangbo Bao Li Dong Furu Wei Wenhui Wang Nan Yang ... Yu-Chiang Frank Wang Songhao Piao Jianfeng Gao Ming Zhou H. Hon AI4CE 38 392 0 28 Feb 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 47 1,209 0 25 Feb 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary M. Shoeybi Bryan Catanzaro ELM 24 159 0 22 Feb 2020
FQuAD: French Question Answering Dataset Martin d'Hoffschmidt Wacim Belblidia Tom Brendlé Quentin Heinrich Maxime Vidal 23 98 0 14 Feb 2020
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning Weihao Yu Zihang Jiang Yanfei Dong Jiashi Feng LRM 25 243 0 11 Feb 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 45 2,000 0 10 Feb 2020
Description Based Text Classification with Reinforcement Learning Duo Chai Wei Wu Qinghong Han Fei Wu Jiwei Li VLM 121 66 0 08 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 28 167 0 02 Feb 2020
Retrospective Reader for Machine Reading Comprehension Zhuosheng Zhang Junjie Yang Hai Zhao RALM 25 226 0 27 Jan 2020
Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus Bang Liu Haojie Wei Di Niu Haolan Chen Yancheng He 25 92 0 27 Jan 2020
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching Shuohang Wang Yunshi Lan Yi Tay Jing Jiang Jingjing Liu ViT 27 7 0 20 Jan 2020
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study Jinlan Fu Pengfei Liu Qi Zhang Xuanjing Huang AI4CE 33 73 0 12 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 13 85 0 06 Jan 2020
ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension Dheeru Dua Ananth Gottumukkala Alon Talmor Sameer Singh Matt Gardner 23 10 0 29 Dec 2019
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 60 59 0 20 Dec 2019
FlauBERT: Unsupervised Language Model Pre-training for French Hang Le Loïc Vial Jibril Frej Vincent Segonne Maximin Coavoux Benjamin Lecouteux A. Allauzen Benoît Crabbé Laurent Besacier D. Schwab AI4CE 49 395 0 11 Dec 2019
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering Shayne Longpre Yi Lu Zhucheng Tu Christopher DuBois 21 70 0 04 Dec 2019
Reading the Manual: Event Extraction as Definition Comprehension Yunmo Chen Tongfei Chen Seth Ebner Aaron Steven White Benjamin Van Durme 30 63 0 03 Dec 2019
Outbound Translation User Interface Ptakopet: A Pilot Study Vilém Zouhar Ondrej Bojar 25 4 0 25 Nov 2019
Adapting and evaluating a deep learning language model for clinical why-question answering Andrew Wen Mohamed Y. Elwazir Sungrim Moon Jungwei Fan LM&MA 16 31 0 13 Nov 2019
Improving Machine Reading Comprehension via Adversarial Training Ziqing Yang Yiming Cui Wanxiang Che Ting Liu Shijin Wang Guoping Hu 27 17 0 09 Nov 2019
Why Do Masked Neural Language Models Still Need Common Sense Knowledge? Sunjae Kwon Cheongwoong Kang Jiyeon Han Jaesik Choi 19 16 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 24 45 0 08 Nov 2019
Blockwise Self-Attention for Long Document Understanding J. Qiu Hao Ma Omer Levy Scott Yih Sinong Wang Jie Tang 11 251 0 07 Nov 2019
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Fei Wu Jiwei Li 50 566 0 07 Nov 2019
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering Li Zhou Kevin Small 22 85 0 07 Nov 2019
Coreference Resolution as Query-based Span Prediction Wei Wu Fei Wang Arianna Yuan Fei Wu Jiwei Li LRM 36 180 0 05 Nov 2019
What Question Answering can Learn from Trivia Nerds Jordan L. Boyd-Graber Benjamin Borschinger 24 36 0 31 Oct 2019
SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering Yung-Sung Chuang Chi-Liang Liu Hung-yi Lee Lin-shan Lee AuLLM 24 39 0 25 Oct 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Fei Wu Jiwei Li 34 629 0 25 Oct 2019
IPOD: An Industrial and Professional Occupations Dataset and its Applications to Occupational Data Mining and Analysis Junhua Liu Yung Chuen Ng Kristin L. Wood Kwan Hui Lim 22 6 0 22 Oct 2019
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen 24 301 0 22 Oct 2019
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 226 165 0 18 Oct 2019
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels Yimin Jing Deyi Xiong Yan Zhen 22 31 0 11 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 24 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 20 29 0 26 Sep 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 106 6,377 0 26 Sep 2019
An Empirical Study of Content Understanding in Conversational Question Answering Ting-Rui Chiang Hao-Tong Ye Yun-Nung (Vivian) Chen ELM 31 8 0 24 Sep 2019
What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering Tushar Khot Ashish Sabharwal Peter Clark RALM 24 22 0 19 Sep 2019
Pre-trained Language Model for Biomedical Question Answering Wonjin Yoon Jinhyuk Lee Donghyeon Kim Minbyul Jeong Jaewoo Kang AI4MH 11 85 0 18 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 26 60 0 15 Sep 2019
Frustratingly Easy Natural Question Answering Lin Pan Rishav Chakravarti Anthony Ferritto Michael R. Glass A. Gliozzo Salim Roukos Radu Florian Avirup Sil 24 14 0 11 Sep 2019
Span Selection Pre-training for Question Answering Michael R. Glass A. Gliozzo Rishav Chakravarti Anthony Ferritto Lin Pan G P Shrivatsa Bhargav Dinesh Garg Avirup Sil RALM 38 70 0 09 Sep 2019