v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior Pankaj Gupta Yatin Chaudhary Florian Buettner Hinrich Schütze BDL 88 19 0 09 Oct 2018
Word Embeddings from Large-Scale Greek Web Content Stamatis Outsios Konstantinos Skianis Polykarpos Meladianos Christos Xypolopoulos Michalis Vazirgiannis 24 11 0 08 Oct 2018
Multi-Task Learning for Domain-General Spoken Disfluency Detection in Dialogue Systems Igor Shalyminov Arash Eshghi Oliver Lemon 82 12 0 08 Oct 2018
FlowQA: Grasping Flow in History for Conversational Machine Comprehension Hsin-Yuan Huang Eunsol Choi Wen-tau Yih 78 98 0 06 Oct 2018
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences Yi Tay Anh Tuan Luu S. Hui 81 37 0 06 Oct 2018
A Span Selection Model for Semantic Role Labeling Hiroki Ouchi Hiroyuki Shindo Yuji Matsumoto 89 96 0 04 Oct 2018
A Deep Learning Architecture for De-identification of Patient Notes: Implementation and Evaluation Kaung Khin Philipp Burckhardt R. Padman 72 38 0 03 Oct 2018
Classification from Positive, Unlabeled and Biased Negative Data Yu-Guan Hsieh Gang Niu Masashi Sugiyama 66 80 0 01 Oct 2018
Reuse and Adaptation for Entity Resolution through Transfer Learning Saravanan Thirumuruganathan Shameem Puthiya Parambath M. Ouzzani Nan Tang Shafiq Joty 88 40 0 28 Sep 2018
Learning Robust, Transferable Sentence Representations for Text Classification Wasi Uddin Ahmad Xueying Bai Nanyun Peng Kai-Wei Chang AI4TS OOD 61 5 0 28 Sep 2018
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC Mark Yatskar 93 97 0 27 Sep 2018
Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis Kelly W. Zhang Samuel R. Bowman 103 72 0 26 Sep 2018
Deep contextualized word representations for detecting sarcasm and irony Suzana Ilić Edison Marrese-Taylor Jorge A. Balazs Y. Matsuo 60 109 0 26 Sep 2018
Stochastic Answer Networks for SQuAD 2.0 Xiaodong Liu Wei Li Yuwei Fang Aerin Kim Kevin Duh Jianfeng Gao RALM 53 23 0 24 Sep 2018
Context-Aware Attention for Understanding Twitter Abuse Tuhin Chakrabarty Kilol Gupta 70 28 0 24 Sep 2018
Towards Language Agnostic Universal Representations Armen Aghajanyan Xia Song Saurabh Tiwary 52 3 0 23 Sep 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 76 334 0 22 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 172 679 0 21 Sep 2018
Predicting the Argumenthood of English Prepositional Phrases Najoung Kim Kyle Rawlins Benjamin Van Durme P. Smolensky 75 6 0 20 Sep 2018
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension Yichong Xu Xiaodong Liu Yelong Shen Jingjing Liu Jianfeng Gao 109 51 0 18 Sep 2018
RumourEval 2019: Determining Rumour Veracity and Support for Rumours G. Gorrell Kalina Bontcheva Leon Derczynski E. Kochkina Maria Liakata A. Zubiaga 109 218 0 18 Sep 2018
Commonsense for Generative Multi-Hop Question Answering Tasks Lisa Bauer Yicheng Wang Joey Tianyi Zhou RALM ReLM LRM KELM 59 181 0 17 Sep 2018
The Fast and the Flexible: training neural networks to learn to follow instructions from small data Rezka Leonandya Elia Bruni Dieuwke Hupkes Germán Kruszewski 57 6 0 17 Sep 2018
Categorizing Comparative Sentences Alexander Panchenko Alexander Bondarenko Mirco Franzek Matthias Hagen Chris Biemann 40 3 0 17 Sep 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 131 1,389 0 13 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 63 62 0 12 Sep 2018
Knowledge-Aware Conversational Semantic Parsing Over Web Tables Yibo Sun Duyu Tang Nan Duan Jingjing Xu Xiaocheng Feng Bing Qin LMTD 66 14 0 12 Sep 2018
Multilingual Extractive Reading Comprehension by Runtime Machine Translation Akari Asai Akiko Eriguchi Kazuma Hashimoto Yoshimasa Tsuruoka 69 61 0 10 Sep 2018
Attentive Semantic Role Labeling with Boundary Indicator Zhuosheng Zhang Shexia He Z. Li Hai Zhao 44 0 0 08 Sep 2018
Explicit Contextual Semantics for Text Comprehension Zhuosheng Zhang Yuwei Wu Z. Li Hai Zhao 64 29 0 08 Sep 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering Todor Mihaylov Peter Clark Tushar Khot Ashish Sabharwal 133 1,573 0 08 Sep 2018
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning Shuai Tang V. D. Sa SSL 51 1 0 08 Sep 2018
What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks Haohan Wang Da-You Sun Eric Xing 101 42 0 07 Sep 2018
Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations Taeuk Kim Jihun Choi Daniel Edmiston Sanghwan Bae Sang-goo Lee 88 23 0 07 Sep 2018
Cell-aware Stacked LSTMs for Modeling Sentences Jihun Choi Taeuk Kim Sang-goo Lee AI4TS 53 4 0 07 Sep 2018
Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks Linfeng Song Zhiguo Wang Mo Yu Yue Zhang Radu Florian D. Gildea GNN 81 108 0 06 Sep 2018
Deep Relevance Ranking Using Enhanced Document-Query Interactions Ryan T. McDonald George Brokos Ion Androutsopoulos 86 127 0 05 Sep 2018
Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models Daniel Watson Nasser Zalmout Nizar Habash 47 27 0 05 Sep 2018
Improving Question Answering by Commonsense-Based Pre-Training Wanjun Zhong Duyu Tang N. Duan Ming Zhou Jiahai Wang Jian Yin NAI LRM ReLM 82 523 0 05 Sep 2018
NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification Alexandra Chronopoulou Katerina Margatina Christos Baziotis Alexandros Potamianos 41 14 0 03 Sep 2018
DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention Aniketh Janardhan Reddy Gil Rocha Diego Esteves 45 11 0 03 Sep 2018
Bottom-Up Abstractive Summarization Sebastian Gehrmann Yuntian Deng Alexander M. Rush CVBM 207 689 0 31 Aug 2018
Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension Kyosuke Nishida Itsumi Saito Atsushi Otsuka Hisako Asano J. Tomita 65 51 0 31 Aug 2018
Iterative Recursive Attention Model for Interpretable Sequence Classification Martin Tutek Jan Snajder 48 7 0 30 Aug 2018
Syntactic Scaffolds for Semantic Structures Swabha Swayamdipta Sam Thomson Kenton Lee Luke Zettlemoyer Chris Dyer Noah A. Smith 105 97 0 30 Aug 2018
Direct Output Connection for a High-Rank Language Model Sho Takase Jun Suzuki Masaaki Nagata 99 36 0 30 Aug 2018
Semi-Supervised Training for Improving Data Efficiency in End-to-End Speech Synthesis Yu-An Chung Yuxuan Wang Wei-Ning Hsu Yu Zhang RJ Skerry-Ryan 87 117 0 30 Aug 2018
Learning Gender-Neutral Word Embeddings Jieyu Zhao Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang FaML 135 417 0 29 Aug 2018
Question Answering by Reasoning Across Documents with Graph Convolutional Networks Nicola De Cao Wilker Aziz Ivan Titov BDL RALM GNN 124 226 0 29 Aug 2018
Neural Cross-Lingual Named Entity Recognition with Minimal Resources Jiateng Xie Zhilin Yang Graham Neubig Noah A. Smith J. Carbonell 89 187 0 29 Aug 2018