v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Cooperative Learning of Disjoint Syntax and Semantics Serhii Havrylov Germán Kruszewski Armand Joulin 77 48 0 25 Feb 2019
Pretraining-Based Natural Language Generation for Text Summarization Haoyu Zhang Jianjun Xu Ji Wang 66 209 0 25 Feb 2019
A Theoretical Analysis of Contrastive Unsupervised Representation Learning Sanjeev Arora H. Khandeparkar M. Khodak Orestis Plevrakis Nikunj Saunshi SSL 111 785 0 25 Feb 2019
Star-Transformer Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng Zhang 96 265 0 25 Feb 2019
Transfer Learning for Sequences via Learning to Collocate Wanyun Cui Guangyu Zheng Zhiqiang Shen Sihang Jiang Wei Wang AI4TS 70 19 0 25 Feb 2019
Enhancing Clinical Concept Extraction with Contextual Embeddings Yuqi Si Jingqi Wang Hua Xu Kirk Roberts AI4MH 102 292 0 22 Feb 2019
Learning protein sequence embeddings using information from structure Tristan Bepler Bonnie Berger 95 291 0 22 Feb 2019
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Qikui Zhu Bo Du Pingkun Yan 83 160 0 21 Feb 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities O. Ganea Sylvain Gelly Gary Bécigneul Aliaksei Severyn 72 18 0 21 Feb 2019
Pretrained language model transfer on neural named entity recognition in Indonesian conversational texts Rezka Leonandya Fariz Ikhwantri 40 4 0 21 Feb 2019
ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNN Peixiang Zhong Chunyan Miao 52 12 0 21 Feb 2019
Audio-Linguistic Embeddings for Spoken Sentences Albert Haque Michelle Guo Prateek Verma Li Fei-Fei 80 51 0 20 Feb 2019
Learned In Speech Recognition: Contextual Acoustic Word Embeddings Shruti Palaskar Vikas Raunak Florian Metze 38 17 0 18 Feb 2019
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model Florian Mai Lukas Galke A. Scherp 40 14 0 18 Feb 2019
Contextual Word Representations: A Contextual Introduction Noah A. Smith 64 34 0 15 Feb 2019
Improving Semantic Parsing for Task Oriented Dialog Arash Einolghozati Panupong Pasupat S. Gupta Rushin Shah Mrinal Mohit M. Lewis Luke Zettlemoyer 82 30 0 15 Feb 2019
Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement Zi-Yi Dou Zhaopeng Tu Xing Wang Longyue Wang Shuming Shi Tong Zhang AI4CE 80 56 0 15 Feb 2019
Context-Aware Self-Attention Networks Baosong Yang Jian Li Derek F. Wong Lidia S. Chao Xing Wang Zhaopeng Tu 69 116 0 15 Feb 2019
Categorical Metadata Representation for Customized Text Classification Jihyeok Kim Reinald Kim Amplayo Kyungjae Lee Sua Sung Minji Seo Seung-won Hwang 65 23 0 14 Feb 2019
Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots Momchil Hardalov Ivan Koychev Preslav Nakov 40 14 0 12 Feb 2019
Table2answer: Read the database and answer without SQL Tonglei Guo Huilin Gao RALM 72 6 0 12 Feb 2019
PAC-Bayes Analysis of Sentence Representation Kento Nozawa Issei Sato 45 3 0 12 Feb 2019
Using Embeddings to Correct for Unobserved Confounding in Networks Victor Veitch Yixin Wang David M. Blei CML 91 58 0 11 Feb 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 135 496 0 05 Feb 2019
Fine-Grained Temporal Relation Extraction Siddharth Vashishtha Benjamin Van Durme A. White NAI 109 64 0 04 Feb 2019
An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling Juri Opitz Anette Frank 48 6 0 04 Feb 2019
Unsupervised Clinical Language Translation W. Weng Yu-An Chung Peter Szolovits LM&MA 50 34 0 04 Feb 2019
A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization Wonseok Hwang Ji-Yoon Yim Seunghyun Park Minjoon Seo 109 231 0 04 Feb 2019
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers Haoyu Wang Ming Tan Mo Yu Shiyu Chang Dakuo Wang Kun Xu Xiaoxiao Guo Saloni Potdar ViT 104 98 0 04 Feb 2019
Improving Question Answering with External Knowledge Xiaoman Pan Kai Sun Dian Yu Jianshu Chen Heng Ji Claire Cardie Dong Yu KELM 101 66 0 03 Feb 2019
Neural Extractive Text Summarization with Syntactic Compression Jiacheng Xu Greg Durrett 103 136 0 03 Feb 2019
Review Conversational Reading Comprehension Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 75 18 0 03 Feb 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 240 4,553 0 02 Feb 2019
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases Tolgahan Cakaloglu Xiaowei Xu RALM 81 5 0 02 Feb 2019
DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie RALM AIMat 96 297 0 01 Feb 2019
Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 158 1,274 0 31 Jan 2019
Learning Taxonomies of Concepts and not Words using Contextualized Word Representations: A Position Paper Lukas Schmelzeisen Steffen Staab 42 3 0 31 Jan 2019
Decomposing Generalization: Models of Generic, Habitual, and Episodic Statements Venkata S Govindarajan Benjamin Van Durme A. White 39 24 0 31 Jan 2019
Learning and Evaluating General Linguistic Intelligence Dani Yogatama Cyprien de Masson dÁutume Jerome T. Connor Tomás Kociský Mike Chrzanowski ... Angeliki Lazaridou Wang Ling Lei Yu Chris Dyer Phil Blunsom ELM AI4CE 174 211 0 31 Jan 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 119 1,965 0 31 Jan 2019
The Evolved Transformer David R. So Chen Liang Quoc V. Le ViT 141 467 0 30 Jan 2019
Universal Dependency Parsing from Scratch Peng Qi Timothy Dozat Yuhao Zhang Christopher D. Manning 88 270 0 29 Jan 2019
Glyce: Glyph-vectors for Chinese Character Representations Yuxian Meng Wei Wu Fei Wang Xiaoya Li Ping Nie J. Mei Muyu Li Qinghong Han Xiaofei Sun Jiwei Li VLM 105 193 0 29 Jan 2019
Evaluating Word Embedding Models: Methods and Experimental Results Bin Wang Angela Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo ELM 93 265 0 28 Jan 2019
Language Model Pre-training for Hierarchical Document Representations Ming-Wei Chang Kristina Toutanova Kenton Lee Jacob Devlin 59 24 0 26 Jan 2019
Flexible Operator Embeddings via Deep Learning Ryan Marcus Olga Papaemmanouil 57 4 0 25 Jan 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 243 5,726 0 25 Jan 2019
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents Thomas Wolf Victor Sanh Julien Chaumond Clement Delangue 118 500 0 23 Jan 2019
DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets Canwen Xu Junlin Li Xiangyang Luo Jiaxin Pei Chenliang Li Donghong Ji 53 29 0 21 Jan 2019
Robust Chinese Word Segmentation with Contextualized Word Representations Yung-Sung Chuang 42 8 0 17 Jan 2019