Reading Wikipedia to Answer Open-Domain Questions

31 March 2017

Jason Weston

Papers citing "Reading Wikipedia to Answer Open-Domain Questions"

50 / 392 papers shown

Title
Pre-training Tasks for Embedding-based Large-scale Retrieval Wei-Cheng Chang Felix X. Yu Yin-Wen Chang Yiming Yang Sanjiv Kumar RALM 13 301 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
MA-DST: Multi-Attention Based Scalable Dialog State Tracking Adarsh Kumar Peter Ku Anuj Kumar Goyal A. Metallinou Dilek Z. Hakkani-Tür 27 58 0 07 Feb 2020
TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 119 276 0 24 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 13 85 0 06 Jan 2020
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 60 59 0 20 Dec 2019
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 50 201 0 20 Dec 2019
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering Jinhyuk Lee Minjoon Seo Hannaneh Hajishirzi Jaewoo Kang RALM LRM 21 31 0 07 Nov 2019
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Fei Wu Jiwei Li 50 567 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
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 51 978 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
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen 27 301 0 22 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
BERT for Evidence Retrieval and Claim Verification Shrishti Saha Shetu Christof Monz E. Mabande RALM 20 120 0 07 Oct 2019
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation Ze Yang Can Xu Wei Wu Zhoujun Li 3DV 23 29 0 26 Sep 2019
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering Wenhan Xiong Mo Yu Xiaoxiao Guo Hong Wang Shiyu Chang Murray Campbell William Yang Wang RALM LRM 24 8 0 17 Sep 2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer 12 162 0 11 Sep 2019
Interactive Language Learning by Question Answering Xingdi Yuan Marc-Alexandre Côté Jie Fu Zhouhan Lin C. Pal Yoshua Bengio Adam Trischler 13 46 0 28 Aug 2019
Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention Cristian Rodriguez-Opazo Edison Marrese-Taylor F. Saleh Hongdong Li Stephen Gould 27 147 0 20 Aug 2019
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation Yu Chen Lingfei Wu Mohammed J Zaki GNN 19 153 0 14 Aug 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 25 597 0 22 Jul 2019
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification Jie Zhou Xu Han Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun 21 197 0 22 Jul 2019
Incremental Transformer with Deliberation Decoder for Document Grounded Conversations Zekang Li Cheng Niu Fandong Meng Yang Feng Q. Li Jie Zhou 22 115 0 20 Jul 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 19 100 0 15 Jun 2019
Practical User Feedback-driven Internal Search Using Online Learning to Rank Rajhans Samdani Pierre Rappolt Ankit Goyal P. Patnaik 16 0 0 15 Jun 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index Minjoon Seo Jinhyuk Lee Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 21 153 0 13 Jun 2019
Neural Arabic Question Answering Hussein Mozannar Karl El Hajal Elie Maamary Hazem M. Hajj 16 134 0 12 Jun 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Joey Tianyi Zhou RALM 18 39 0 12 Jun 2019
HEAD-QA: A Healthcare Dataset for Complex Reasoning David Vilares Carlos Gómez-Rodríguez 27 80 0 11 Jun 2019
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li RALM 14 58 0 11 Jun 2019
Threshold-Based Retrieval and Textual Entailment Detection on Legal Bar Exam Questions Sabine Wehnert Sayed Anisul Hoque W. Fenske G. Saake ELM AILaw 12 14 0 30 May 2019
A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension Yasuhito Ohsugi Itsumi Saito Kyosuke Nishida Hisako Asano J. Tomita 30 43 0 30 May 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 55 999 0 29 May 2019
Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal Alex Long Joel Mason Alan Blair Wei Wang RALM 25 2 0 23 May 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 19 102 0 21 May 2019
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang RALM 28 114 0 17 May 2019
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering Rajarshi Das S. Dhuliawala Manzil Zaheer Andrew McCallum RALM LRM 29 162 0 14 May 2019
Conditioning LSTM Decoder and Bi-directional Attention Based Question Answering System Heguang Liu KELM AIMat AI4CE 14 2 0 02 May 2019
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering Yu Cao Meng Fang Dacheng Tao GNN BDL 19 77 0 10 Apr 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 27 19 0 14 Mar 2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds I. Labutov Bishan Yang Anusha Prakash A. Azaria 35 14 0 25 Feb 2019
End-to-End Open-Domain Question Answering with BERTserini Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM 52 492 0 05 Feb 2019
Improving Question Answering with External Knowledge Xiaoman Pan Kai Sun Dian Yu Jianshu Chen Heng Ji Claire Cardie Dong Yu KELM 19 66 0 03 Feb 2019
A BERT Baseline for the Natural Questions Chris Alberti Kenton Lee Michael Collins ELM AI4MH 25 127 0 24 Jan 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 11 1,065 0 13 Jan 2019
Multi-style Generative Reading Comprehension Kyosuke Nishida Itsumi Saito Kosuke Nishida Kazutoshi Shinoda Atsushi Otsuka Hisako Asano J. Tomita 22 70 0 08 Jan 2019
DEMN: Distilled-Exposition Enhanced Matching Network for Story Comprehension Chunhua Liu Haiou Zhang Shan Jiang Dong Yu 27 2 0 08 Jan 2019
Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning Prithviraj Ammanabrolu Mark O. Riedl GNN 23 121 0 04 Dec 2018