Hierarchical Question Answering for Long Documents

6 November 2016

Papers citing "Hierarchical Question Answering for Long Documents"

30 / 30 papers shown

Title
U3E: Unsupervised and Erasure-based Evidence Extraction for Machine Reading Comprehension Suzhe He Shumin Shi Chenghao Wu 46 0 0 06 Oct 2022
In Situ Answer Sentence Selection at Web-scale Zeyu Zhang Thuy Vu Alessandro Moschitti 38 4 0 16 Jan 2022
Multi Document Reading Comprehension Avi Chawla 30 0 0 05 Jan 2022
Long Context Question Answering via Supervised Contrastive Learning Avi Caciularu Ido Dagan Jacob Goldberger Arman Cohan RALM 19 23 0 16 Dec 2021
Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction Kosuke Nishida Kyosuke Nishida Itsumi Saito Sen Yoshida 40 7 0 17 Nov 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 27 49 0 25 Jan 2021
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension Preslav Nakov Zhi Cui Jiayi Zhang Chen Wei Jianwei Cui Bin Wang Dongyan Zhao Rui Yan 25 14 0 14 Dec 2020
QBSUM: a Large-Scale Query-Based Document Summarization Dataset from Real-world Applications Mingjun Zhao Shengli Yan Bang Liu Xinwang Zhong Qian Hao Haolan Chen Di Niu Bowei Long Wei-dong Guo RALM 22 20 0 27 Oct 2020
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering Shih-Ting Lin Greg Durrett 31 1 0 18 Sep 2020
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding Shuohang Wang Luowei Zhou Zhe Gan Yen-Chun Chen Yuwei Fang S. Sun Yu Cheng Jingjing Liu 43 28 0 13 Sep 2020
Sparsifying Transformer Models with Trainable Representation Pooling Michal Pietruszka Łukasz Borchmann Lukasz Garncarek 23 10 0 10 Sep 2020
HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts Aditya Srivastava V. H. Vardhan 26 5 0 23 Jul 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 15 85 0 06 Jan 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 28 313 0 04 Dec 2019
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering Yang Deng Wai Lam Yuexiang Xie Daoyuan Chen Yaliang Li Min Yang Ying Shen 29 61 0 22 Nov 2019
Multi-hop Question Answering via Reasoning Chains Jifan Chen Shih-Ting Lin Greg Durrett ReLM LRM 19 74 0 07 Oct 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
Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal Alex Long Joel Mason Alan Blair Wei Wang RALM 30 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
Inferring Which Medical Treatments Work from Reports of Clinical Trials Eric P. Lehman Jay DeYoung Regina Barzilay Byron C. Wallace 25 114 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
Multi-task Learning for Target-dependent Sentiment Classification Divam Gupta Kushagra Singh Soumen Chakrabarti Tanmoy Chakraborty 22 8 0 08 Feb 2019
Dual Co-Matching Network for Multi-choice Reading Comprehension Shuailiang Zhang Zhao Hai Yuwei Wu ZhuoSheng Zhang Xi Zhou Xiaoping Zhou 39 131 0 27 Jan 2019
Learning to Search in Long Documents Using Document Structure Mor Geva Jonathan Berant RALM 32 15 0 09 Jun 2018
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension Zhen Wang Jiachen Liu Xinyan Xiao Yajuan Lyu Tian Wu 27 38 0 16 May 2018
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 29 32 0 02 Nov 2017
R $^3$ : Reinforced Reader-Ranker for Open-Domain Question Answering Shuohang Wang Mo Yu Xiaoxiao Guo Zhiguo Wang Tim Klinger Wei Zhang Shiyu Chang Gerald Tesauro Bowen Zhou Jing Jiang RALM 23 64 0 31 Aug 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 309 13,373 0 25 Aug 2014