Simple and Effective Multi-Paragraph Reading Comprehension

29 October 2017

Papers citing "Simple and Effective Multi-Paragraph Reading Comprehension"

33 / 83 papers shown

Title
Attending to Entities for Better Text Understanding Pengxiang Cheng K. Erk LRM 24 37 0 11 Nov 2019
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering Li Zhou Kevin Small 22 85 0 07 Nov 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
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
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Shiyue Zhang Joey Tianyi Zhou 24 140 0 13 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
A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li AIMat LRM 32 90 0 15 Aug 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 19 100 0 15 Jun 2019
Learning to Ask Unanswerable Questions for Machine Reading Comprehension Haichao Zhu Li Dong Furu Wei Wenhui Wang Bing Qin Ting Liu RALM 21 31 0 14 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
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
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension Alon Talmor Jonathan Berant 17 172 0 31 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
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
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 21 128 0 02 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
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
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
Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering Wei Wang Ming Yan Chen Henry Wu 33 173 0 29 Nov 2018
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference Mandar Joshi Eunsol Choi Omer Levy Daniel S. Weld Luke Zettlemoyer CoGe 22 47 0 20 Oct 2018
U-Net: Machine Reading Comprehension with Unanswerable Questions Fu Sun Linyang Li Xipeng Qiu Yang Liu 24 47 0 12 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 80 93,140 0 11 Oct 2018
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC Mark Yatskar 11 95 0 27 Sep 2018
Improving Natural Language Inference Using External Knowledge in the Science Questions Domain Xiaoyang Wang Pavan Kapanipathi Ryan Musa Mo Yu Kartik Talamadupula ... Maria Chang Achille Fokoue B. Makni Nicholas Mattei Michael Witbrock 18 157 0 15 Sep 2018
Attention-Guided Answer Distillation for Machine Reading Comprehension Minghao Hu Yuxing Peng Furu Wei Zhen Huang Dongsheng Li Nan Yang M. Zhou FaML 23 75 0 23 Aug 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 59 818 0 21 Aug 2018
Learning to Search in Long Documents Using Document Structure Mor Geva Jonathan Berant RALM 32 15 0 09 Jun 2018
Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension Bhavana Dalvi Lifu Huang Niket Tandon Wen-tau Yih Peter Clark AI4TS 24 134 0 17 May 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 35 1,092 0 23 Apr 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 28 1,278 0 20 Mar 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 27 561 0 18 Mar 2018