Explicit Contextual Semantics for Text Comprehension

8 September 2018

Papers citing "Explicit Contextual Semantics for Text Comprehension"

38 / 38 papers shown

Title
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference Boyuan Pan Yazheng Yang Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 48 33 0 23 Jul 2019
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank Junru Zhou Zhao Hai 68 144 0 05 Jul 2019
Lattice-Based Transformer Encoder for Neural Machine Translation Fengshun Xiao Jiangtong Li Zhao Hai Rui Wang Kehai Chen 56 42 0 04 Jun 2019
Dependency or Span, End-to-End Uniform Semantic Role Labeling Z. Li Shexia He Zhao Hai Yiqing Zhang Zhuosheng Zhang Xi Zhou Xiang Zhou LRM 108 97 0 16 Jan 2019
Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering Wei Wang Ming Yan Chen Henry Wu 75 173 0 29 Nov 2018
Effective Subword Segmentation for Text Comprehension Zhuosheng Zhang Antonio Lieto Kangwei Ling Jiangtong Li Z. Li Shexia He Guohong Fu 44 28 0 06 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
Exploring Recombination for Efficient Decoding of Neural Machine Translation Zhisong Zhang Rui Wang Masao Utiyama Eiichiro Sumita Zhao Hai 60 22 0 25 Aug 2018
Lingke: A Fine-grained Multi-turn Chatbot for Customer Service Peng Fei Zhu Zhuosheng Zhang Jiangtong Li Yafang Huang Zhao Hai 44 48 0 10 Aug 2018
Effective Character-augmented Word Embedding for Machine Reading Comprehension Zhuosheng Zhang Yafang Huang Peng Fei Zhu Hai Zhao RALM 38 17 0 07 Aug 2018
Deep Enhanced Representation for Implicit Discourse Relation Recognition Hongxiao Bai Zhao Hai 50 92 0 13 Jul 2018
One-shot Learning for Question-Answering in Gaokao History Challenge Zhuosheng Zhang Zhao Hai RALM 69 30 0 24 Jun 2018
Subword-augmented Embedding for Cloze Reading Comprehension Zhuosheng Zhang Yafang Huang Zhao Hai RALM 55 32 0 24 Jun 2018
Modeling Multi-turn Conversation with Deep Utterance Aggregation Zhuosheng Zhang Jiangtong Li Peng Fei Zhu Zhao Hai Gongshen Liu 49 253 0 24 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 135 644 0 20 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 265 2,837 0 11 Jun 2018
Did the Model Understand the Question? Pramod Kaushik Mudrakarta Ankur Taly Mukund Sundararajan Kedar Dhamdhere ELM OOD FAtt 53 197 0 14 May 2018
Large-Scale QA-SRL Parsing Nicholas FitzGerald Julian Michael Luheng He Luke Zettlemoyer 54 96 0 14 May 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling Luheng He Kenton Lee Omer Levy Luke Zettlemoyer 109 189 0 12 May 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification Yizhong Wang Kai-Chun Liu Jing Liu W. He Yajuan Lyu Hua Wu Sujian Li Haifeng Wang 52 117 0 06 May 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 204 11,546 0 15 Feb 2018
Simple and Effective Multi-Paragraph Reading Comprehension Christopher Clark Matt Gardner RALM 70 459 0 29 Oct 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 115 909 0 01 Aug 2017
Adversarial Examples for Evaluating Reading Comprehension Systems Robin Jia Percy Liang AAML ELM 196 1,605 0 23 Jul 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 197 2,643 0 09 May 2017
Fast and Accurate Neural Word Segmentation for Chinese Deng Cai Zhao Hai Zhisong Zhang Yuan Xin Yongjian Wu Feiyue Huang VLM 46 94 0 24 Apr 2017
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 131 2,090 0 05 Nov 2016
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 94 1,129 0 20 Sep 2016
Attention-over-Attention Neural Networks for Reading Comprehension Yiming Cui Zhongfu Chen Si Wei Shijin Wang Ting Liu Guoping Hu AIMat 66 439 0 15 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 261 8,124 0 16 Jun 2016
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task Danqi Chen Jason Bolton Christopher D. Manning ELM 78 571 0 09 Jun 2016
Gated-Attention Readers for Text Comprehension Bhuwan Dhingra Hanxiao Liu Zhilin Yang William W. Cohen Ruslan Salakhutdinov 68 417 0 05 Jun 2016
Text Understanding with the Attention Sum Reader Network Rudolf Kadlec Martin Schmid Ondrej Bajgar Jan Kleindienst AIMat RALM 68 314 0 04 Mar 2016
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill Antoine Bordes S. Chopra Jason Weston RALM 102 636 0 07 Nov 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 304 4,282 0 21 Aug 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 155 1,681 0 22 Jul 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 339 3,547 0 10 Jun 2015
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling Ciprian Chelba Tomas Mikolov M. Schuster Qi Ge T. Brants P. Koehn T. Robinson 171 1,103 0 11 Dec 2013