v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Using Type Information to Improve Entity Coreference Resolution Sopan Khosla Carolyn Rose NAI 54 18 0 12 Oct 2020
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling Rajat Patel Francis Ferraro 43 1 0 12 Oct 2020
Probing Pretrained Language Models for Lexical Semantics Ivan Vulić Edoardo Ponti Robert Litschko Goran Glavaš Anna Korhonen KELM 91 247 0 12 Oct 2020
Improving Compositional Generalization in Semantic Parsing I. Oren Jonathan Herzig Nitish Gupta Matt Gardner Jonathan Berant 91 63 0 12 Oct 2020
Contextual Modulation for Relation-Level Metaphor Identification Omnia Zayed John P. Mccrae P. Buitelaar 26 11 0 12 Oct 2020
Meta-Context Transformers for Domain-Specific Response Generation Debanjana Kar Suranjana Samanta A. Azad 58 1 0 12 Oct 2020
Pre-trained Language Model Based Active Learning for Sentence Matching Guirong Bai Shizhu He Kang Liu Jun Zhao Zaiqing Nie 114 10 0 12 Oct 2020
OCNLI: Original Chinese Natural Language Inference Hai Hu Kyle Richardson Liang Xu Lu Li Sandra Kübler L. Moss 106 118 0 12 Oct 2020
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) Alex Warstadt Yian Zhang Haau-Sing Li Haokun Liu Samuel R. Bowman SSL AI4CE 97 22 0 11 Oct 2020
Do Language Embeddings Capture Scales? Xikun Zhang Deepak Ramachandran Ian Tenney Yanai Elazar Dan Roth MILM ReLM LRM 113 94 0 11 Oct 2020
Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU Brielen Madureira David Schlangen 51 21 0 11 Oct 2020
Multilingual Offensive Language Identification with Cross-lingual Embeddings Tharindu Ranasinghe Marcos Zampieri 65 156 0 11 Oct 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations Shauli Ravfogel Yanai Elazar Jacob Goldberger Yoav Goldberg 90 12 0 11 Oct 2020
Connecting the Dots Between Fact Verification and Fake News Detection Qifei Li Wangchunshu Zhou 48 29 0 11 Oct 2020
Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions Dongyeop Kang Andrew Head Risham Sidhu Kyle Lo Daniel S. Weld Marti A. Hearst 67 26 0 11 Oct 2020
SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task Z. Li Hai Zhao Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita 68 15 0 11 Oct 2020
Interpreting Multivariate Shapley Interactions in DNNs Hao Zhang Yichen Xie Longjie Zheng Die Zhang Quanshi Zhang TDI FAtt 108 7 0 10 Oct 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 134 178 0 10 Oct 2020
Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training Xinyu Wang Kewei Tu 3DV 103 37 0 10 Oct 2020
MS-Ranker: Accumulating Evidence from Potentially Correct Candidates for Answer Selection Yingxue Zhang Fandong Meng Peng Li Ping Jian Jie Zhou RALM 47 1 0 10 Oct 2020
What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding Yu-An Wang Yun-Nung Chen SSL 66 95 0 10 Oct 2020
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder John N. Pougue Biyong Bo Wang Terry Lyons A. Nevado-Holgado MedIm 61 4 0 10 Oct 2020
Discourse structure interacts with reference but not syntax in neural language models Forrest Davis Marten van Schijndel 59 20 0 10 Oct 2020
High-order Semantic Role Labeling Z. Li Hai Zhao Rui Wang Kevin Parnow 80 31 0 09 Oct 2020
Neural Random Projection: From the Initial Task To the Input Similarity Problem A. Savushkin Nikita Benkovich Dmitry Golubev 28 0 0 09 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 143 291 0 09 Oct 2020
Style Attuned Pre-training and Parameter Efficient Fine-tuning for Spoken Language Understanding Jin Cao Jun Wang Wael Hamza Kelly Vanee Shang-Wen Li 40 10 0 09 Oct 2020
Plug-and-Play Conversational Models Andrea Madotto Etsuko Ishii Zhaojiang Lin Sumanth Dathathri Pascale Fung 93 51 0 09 Oct 2020
Masked ELMo: An evolution of ELMo towards fully contextual RNN language models Grégory Senay Emmanuelle Salin 36 2 0 08 Oct 2020
Deep Learning Meets Projective Clustering Alaa Maalouf Harry Lang Daniela Rus Dan Feldman 120 9 0 08 Oct 2020
On the Role of Style in Parsing Speech with Neural Models Trang Tran Jiahong Yuan Yang Liu Mari Ostendorf 55 15 0 08 Oct 2020
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks Ansel MacLaughlin Jwala Dhamala Anoop Kumar Sriram Venkatapathy Ragav Venkatesan Rahul Gupta 31 5 0 08 Oct 2020
BERTering RAMS: What and How Much does BERT Already Know About Event Arguments? -- A Study on the RAMS Dataset Varun Gangal Eduard H. Hovy 60 4 0 08 Oct 2020
What Can We Do to Improve Peer Review in NLP? Anna Rogers Isabelle Augenstein 82 49 0 08 Oct 2020
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang Wei Lu 74 232 0 08 Oct 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference Tianyu Liu Xin Zheng Xiaoan Ding Baobao Chang Zhifang Sui 80 25 0 08 Oct 2020
Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference Xiaoan Ding Tianyu Liu Baobao Chang Zhifang Sui Kevin Gimpel 92 8 0 08 Oct 2020
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding Qile Zhu Haidar Khan Saleh Soltan Stephen Rawls Wael Hamza 87 24 0 08 Oct 2020
Cross-Thought for Sentence Encoder Pre-training Shuohang Wang Yuwei Fang S. Sun Zhe Gan Yu Cheng Jing Jiang Jingjing Liu LRM 88 20 0 07 Oct 2020
A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks Nikunj Saunshi Sadhika Malladi Sanjeev Arora 94 89 0 07 Oct 2020
Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification using Pre-trained Language Models Shuohuan Wang Jiaxiang Liu Ouyang Xuan Yu Sun 79 36 0 07 Oct 2020
ELMo and BERT in semantic change detection for Russian J. Rodina Yu. M. Trofimova Andrey Kutuzov Ekaterina Artemova 64 15 0 07 Oct 2020
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News Nguyen Vo Kyumin Lee GNN 107 85 0 07 Oct 2020
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information Zehui Lin Xiao Pan Mingxuan Wang Xipeng Qiu Jiangtao Feng Hao Zhou Lei Li 87 129 0 07 Oct 2020
Representation Learning for Sequence Data with Deep Autoencoding Predictive Components Junwen Bai Weiran Wang Yingbo Zhou Caiming Xiong SSL AI4TS 82 12 0 07 Oct 2020
VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling Machel Reid Edison Marrese-Taylor Y. Matsuo 69 19 0 07 Oct 2020
Program Enhanced Fact Verification with Verbalization and Graph Attention Network Xiaoyu Yang Feng Nie Yufei Feng Quan Liu Zhigang Chen Xiao-Dan Zhu 162 52 0 06 Oct 2020
Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging G. Liang Connor Greenwell Yu Zhang Xiaoqin Wang Ramakanth Kavuluru Nathan Jacobs 112 22 0 06 Oct 2020
Exploring BERT's Sensitivity to Lexical Cues using Tests from Semantic Priming Kanishka Misra Allyson Ettinger Julia Taylor Rayz 71 58 0 06 Oct 2020
A Review on Fact Extraction and Verification Giannis Bekoulis Christina Papagiannopoulou Nikos Deligiannis 155 45 0 06 Oct 2020