v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Neural Metaphor Detection in Context Ge Gao Eunsol Choi Yejin Choi Luke Zettlemoyer 59 123 0 29 Aug 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 149 686 0 29 Aug 2018
Towards Semi-Supervised Learning for Deep Semantic Role Labeling Sanket Vaibhav Mehta Jay Yoon Lee J. Carbonell 61 23 0 28 Aug 2018
Interpretation of Natural Language Rules in Conversational Machine Reading Marzieh Saeidi Max Bartolo Patrick Lewis Sameer Singh Tim Rocktaschel Mike Sheldon Guillaume Bouchard Sebastian Riedel 69 160 0 28 Aug 2018
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations Aditi Chaudhary Chunting Zhou Lori S. Levin Graham Neubig David R. Mortensen J. Carbonell 67 62 0 28 Aug 2018
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse Manaal Faruqui Ellie Pavlick Ian Tenney Dipanjan Das KELM 108 48 0 28 Aug 2018
Deriving Machine Attention from Human Rationales Yujia Bao Shiyu Chang Mo Yu Regina Barzilay 36 107 0 28 Aug 2018
Toward Fast and Accurate Neural Discourse Segmentation Yizhong Wang Sujian Li Jingfeng Yang 53 95 0 28 Aug 2018
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations Mohammad Taher Pilehvar Jose Camacho-Collados 227 493 0 28 Aug 2018
Unsupervised Learning of Syntactic Structure with Invertible Neural Projections Junxian He Graham Neubig Taylor Berg-Kirkpatrick BDL 57 41 0 28 Aug 2018
Evaluating the Utility of Hand-crafted Features in Sequence Labelling Minghao Wu Fei Liu Trevor Cohn SSL 87 33 0 28 Aug 2018
Dissecting Contextual Word Embeddings: Architecture and Representation Matthew E. Peters Mark Neumann Luke Zettlemoyer Wen-tau Yih 113 434 0 27 Aug 2018
IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations Jorge A. Balazs Edison Marrese-Taylor Y. Matsuo 40 12 0 27 Aug 2018
Word Sense Induction with Neural biLM and Symmetric Patterns Asaf Amrami Yoav Goldberg 57 55 0 26 Aug 2018
Event Detection with Neural Networks: A Rigorous Empirical Evaluation J. W. Orr Prasad Tadepalli Xiaoli Z. Fern NAI 50 36 0 26 Aug 2018
Financial Aspect-Based Sentiment Analysis using Deep Representations Steven Yang Jason Rosenfeld Jacques Makutonin 59 13 0 23 Aug 2018
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification Kalpesh Krishna Preethi Jyothi Mohit Iyyer 19 10 0 23 Aug 2018
Attention-Guided Answer Distillation for Machine Reading Comprehension Minghao Hu Yuxing Peng Furu Wei Zhen Huang Dongsheng Li Nan Yang M. Zhou FaML 80 75 0 23 Aug 2018
Training Deeper Neural Machine Translation Models with Transparent Attention Ankur Bapna Mengzhao Chen Orhan Firat Yuan Cao Yonghui Wu 100 139 0 22 Aug 2018
Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection Chongyang Tao Wei Wu Can Xu Yansong Feng Dongyan Zhao Rui Yan 53 4 0 22 Aug 2018
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 155 1,213 0 21 Aug 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 168 828 0 21 Aug 2018
The Influence of Down-Sampling Strategies on SVD Word Embedding Stability Johannes Hellrich B. Kampe U. Hahn 46 10 0 21 Aug 2018
Watset: Local-Global Graph Clustering with Applications in Sense and Frame Induction Dmitry Ustalov Alexander Panchenko Chris Biemann Simone Paolo Ponzetto 44 14 0 20 Aug 2018
Adversarial Removal of Demographic Attributes from Text Data Yanai Elazar Yoav Goldberg FaML 117 309 0 20 Aug 2018
State-of-the-art Chinese Word Segmentation with Bi-LSTMs Ji Ma Kuzman Ganchev David J. Weiss 71 102 0 20 Aug 2018
Post-Processing of Word Representations via Variance Normalization and Dynamic Embedding Bin Wang Fenxiao Chen Angela Wang C.-C. Jay Kuo 50 14 0 20 Aug 2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension Liang Wang Sujian Li Wei Zhao Kewei Shen Meng Sun Ruoyu Jia Jingming Liu 58 7 0 20 Aug 2018
Read + Verify: Machine Reading Comprehension with Unanswerable Questions Minghao Hu Furu Wei Yuxing Peng Zhen Huang Nan Yang Ming Zhou RALM FaML 78 156 0 17 Aug 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi 145 719 0 16 Aug 2018
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference Reza Ghaeini Xiaoli Z. Fern Prasad Tadepalli MILM 90 97 0 12 Aug 2018
Fake Sentence Detection as a Training Task for Sentence Encoding Viresh Ranjan Heeyoung Kwon Niranjan Balasubramanian Minh Hoai 24 6 0 11 Aug 2018
A Full End-to-End Semantic Role Labeler, Syntax-agnostic Over Syntax-aware? Jiaxun Cai Shexia He Z. Li Zhao Hai 76 77 0 11 Aug 2018
Learning to Represent Bilingual Dictionaries Muhao Chen Yingtao Tian Haochen Chen Kai-Wei Chang Steven Skiena C. Zaniolo 44 13 0 10 Aug 2018
LemmaTag: Jointly Tagging and Lemmatizing for Morphologically-Rich Languages with BRNNs Dan Kondratyuk T. Gavenčiak Milan Straka Jan Hajic 49 33 0 10 Aug 2018
Effective Character-augmented Word Embedding for Machine Reading Comprehension Zhuosheng Zhang Yafang Huang Peng Fei Zhu Hai Zhao RALM 77 17 0 07 Aug 2018
Instantiation Abhijeet Gupta Gemma Boleda Sebastian Padó 43 8 0 05 Aug 2018
LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation Pankaj Gupta Hinrich Schütze 71 16 0 05 Aug 2018
Large Scale Language Modeling: Converging on 40GB of Text in Four Hours Raul Puri Robert M. Kirby Nikolai Yakovenko Bryan Catanzaro 79 29 0 03 Aug 2018
Techniques for Interpretable Machine Learning Mengnan Du Ninghao Liu Helen Zhou FaML 101 1,097 0 31 Jul 2018
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition Shubham Toshniwal Anjuli Kannan Chung-Cheng Chiu Yonghui Wu Tara N. Sainath Karen Livescu 84 157 0 27 Jul 2018
A Survey of the Usages of Deep Learning in Natural Language Processing Dan Otter Julian R. Medina Jugal Kalita VLM 82 11 0 27 Jul 2018
Resource-Size matters: Improving Neural Named Entity Recognition with Optimized Large Corpora Sajawel Ahmed Alexander Mehler NAI 61 8 0 26 Jul 2018
Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder Caio Corro Ivan Titov BDL 58 56 0 25 Jul 2018
"Bilingual Expert" Can Find Translation Errors Kai Fan Jiayi Wang Yue Liu Fengming Zhou Boxing Chen Luo Si MoE 64 57 0 25 Jul 2018
General Value Function Networks M. Schlegel Andrew Jacobsen Zaheer Abbas Andrew Patterson Adam White Martha White 69 30 0 18 Jul 2018
Hierarchical Multitask Learning for CTC-based Speech Recognition Kalpesh Krishna Shubham Toshniwal Karen Livescu 53 44 0 17 Jul 2018
Deep Enhanced Representation for Implicit Discourse Relation Recognition Hongxiao Bai Zhao Hai 64 92 0 13 Jul 2018
UniParse: A universal graph-based parsing toolkit Daniel Varab Natalie Schluter MoE 13 4 0 11 Jul 2018
Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation Wanxiang Che Yijia Liu Yuxuan Wang Bo Zheng Ting Liu 99 252 0 09 Jul 2018