v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Prediction Uncertainty Estimation for Hate Speech Classification Kristian Miok Dong Nguyen Doan Blaž Škrlj D. Zaharie Marko Robnik-Šikonja 62 20 0 16 Sep 2019
Hybrid Neural Models For Sequence Modelling: The Best Of Three Worlds Marco Dinarelli Loïc Grobol 3DV 32 5 0 16 Sep 2019
Bridging the domain gap in cross-lingual document classification Guokun Lai Barlas Oğuz Yiming Yang Veselin Stoyanov VLM 67 14 0 16 Sep 2019
CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding Yijin Liu Fandong Meng Jinchao Zhang Jie Zhou Jinan Xu Jinan Xu 69 72 0 16 Sep 2019
Query-Focused Scenario Construction Su Wang Greg Durrett K. Erk 50 1 0 15 Sep 2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing Yuxuan Wang Wanxiang Che Jiang Guo Yijia Liu Ting Liu 91 118 0 15 Sep 2019
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization Wataru Hirota Yoshihiko Suhara Behzad Golshan W. Tan 40 5 0 15 Sep 2019
Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings Pankaj Gupta Yatin Chaudhary Hinrich Schütze BDL 27 0 0 14 Sep 2019
Adaptive Scheduling for Multi-Task Learning Sébastien Jean Orhan Firat Melvin Johnson 76 43 0 13 Sep 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Shiyue Zhang Joey Tianyi Zhou 77 140 0 13 Sep 2019
A Gated Self-attention Memory Network for Answer Selection T. Lai Quan Hung Tran Trung Bui Daisuke Kihara 52 40 0 13 Sep 2019
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 433 918 0 13 Sep 2019
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces Anne Lauscher Goran Glavaš Simone Paolo Ponzetto Ivan Vulić 91 64 0 13 Sep 2019
Neural Correction Model for Open-Domain Named Entity Recognition Mengdi Zhu Zheye Deng Wenhan Xiong Mo Yu Ming Zhang William Yang Wang 81 6 0 13 Sep 2019
Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting Yi Zhang Tao Ge Furu Wei Ming Zhou Xu Sun 82 19 0 13 Sep 2019
Retrofitting Contextualized Word Embeddings with Paraphrases Weijia Shi Muhao Chen Pei Zhou Kai-Wei Chang 58 28 0 12 Sep 2019
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 86 615 0 12 Sep 2019
Query Obfuscation Semantic Decomposition Danushka Bollegala T. Machide Ken-ichi Kawarabayashi 26 0 0 12 Sep 2019
Fine-Grained Entity Typing for Domain Independent Entity Linking Yasumasa Onoe Greg Durrett 86 82 0 12 Sep 2019
NSURL-2019 Shared Task 8: Semantic Question Similarity in Arabic Haitham Seelawi Ahmad Mustafa Hesham Al-Bataineh Wael Farhan Hussein T. Al-Natsheh 50 17 0 12 Sep 2019
UER: An Open-Source Toolkit for Pre-training Models Zhe Zhao Hui Chen Jinbin Zhang Xin Zhao Tao Liu Wei Lu Xi Chen Haotang Deng Qi Ju Xiaoyong Du 87 115 0 12 Sep 2019
Frustratingly Easy Natural Question Answering Lin Pan Rishav Chakravarti Anthony Ferritto Michael R. Glass A. Gliozzo Salim Roukos Radu Florian Avirup Sil 59 14 0 11 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 156 1,256 0 11 Sep 2019
Dependency-Aware Named Entity Recognition with Relative and Global Attentions Gustavo Aguilar Thamar Solorio 83 10 0 11 Sep 2019
From English to Code-Switching: Transfer Learning with Strong Morphological Clues Gustavo Aguilar Thamar Solorio 76 39 0 11 Sep 2019
Structural Robustness for Deep Learning Architectures Carlos Lassance Vincent Gripon Jian Tang Antonio Ortega OOD 70 2 0 11 Sep 2019
Learning Dynamic Author Representations with Temporal Language Models E. Delasalles Sylvain Lamprier Ludovic Denoyer 57 9 0 11 Sep 2019
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations Betty van Aken B. Winter Alexander Loser Felix Alexander Gers 78 154 0 11 Sep 2019
Comprehensive Analysis of Aspect Term Extraction Methods using Various Text Embeddings Lukasz Augustyniak Tomasz Kajdanowicz Przemyslaw Kazienko 39 43 0 11 Sep 2019
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning Julian Martin Eisenschlos Sebastian Ruder Piotr Czapla Marcin Kardas Sylvain Gugger Jeremy Howard 69 99 0 10 Sep 2019
Neural Embedding Allocation: Distributed Representations of Topic Models Kamrun Naher Keya Yannis Papanikolaou James R. Foulds BDL 67 5 0 10 Sep 2019
Multimodal Embeddings from Language Models Shao-Yen Tseng P. Georgiou Shrikanth Narayanan 85 11 0 10 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 324 662 0 09 Sep 2019
Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models? Lyan Verwimp J. Bellegarda 14 2 0 09 Sep 2019
Span Selection Pre-training for Question Answering Michael R. Glass A. Gliozzo Rishav Chakravarti Anthony Ferritto Lin Pan G P Shrivatsa Bhargav Dinesh Garg Avirup Sil RALM 97 73 0 09 Sep 2019
Pretrained Language Models for Sequential Sentence Classification Arman Cohan Iz Beltagy Daniel King Bhavana Dalvi Daniel S. Weld 165 130 0 09 Sep 2019
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering Shangwen Lv Daya Guo Jingjing Xu Duyu Tang Nan Duan Ming Gong Linjun Shou Daxin Jiang Guihong Cao Songlin Hu RALM 68 207 0 09 Sep 2019
Reasoning Over Semantic-Level Graph for Fact Checking Wanjun Zhong Jingjing Xu Duyu Tang Zenan Xu Nan Duan M. Zhou Jiahai Wang Jian Yin HILM GNN 282 171 0 09 Sep 2019
Event Representation Learning Enhanced with External Commonsense Knowledge Xiao Ding Kuo Liao Ting Liu Zhongyang Li Junwen Duan AIFin 98 60 0 09 Sep 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations David Wadden Ulme Wennberg Yi Luan Hannaneh Hajishirzi 92 590 0 08 Sep 2019
Czech Text Processing with Contextual Embeddings: POS Tagging, Lemmatization, Parsing and NER Milan Straka Jana Straková Jan Hajic 30 15 0 08 Sep 2019
Transformer to CNN: Label-scarce distillation for efficient text classification Yew Ken Chia Sam Witteveen Martin Andrews 69 37 0 08 Sep 2019
Back to the Future -- Sequential Alignment of Text Representations Johannes Bjerva Wouter M. Kouw Isabelle Augenstein AI4TS 39 9 0 08 Sep 2019
Conditional Text Generation for Harmonious Human-Machine Interaction Bin Guo Hao Wang Yasan Ding Wei Wu Shaoyang Hao Yueqi Sun Zhiwen Yu 103 4 0 08 Sep 2019
Designing and Interpreting Probes with Control Tasks John Hewitt Percy Liang 116 538 0 08 Sep 2019
Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts Jack Merullo Luke Yeh Abram Handler Alvin Grissom II Brendan O'Connor Mohit Iyyer 91 19 0 07 Sep 2019
Pretrained AI Models: Performativity, Mobility, and Change Lav Varshney N. Keskar R. Socher 68 20 0 07 Sep 2019
Semantic Role Labeling with Iterative Structure Refinement Chunchuan Lyu Shay B. Cohen Ivan Titov OffRL 77 22 0 07 Sep 2019
MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims Isabelle Augenstein Christina Lioma Dongsheng Wang Lucas Chaves Lima Casper Hansen Christian B. Hansen J. Simonsen HILM 146 252 0 07 Sep 2019
KG-BERT: BERT for Knowledge Graph Completion Liang Yao Chengsheng Mao Yuan Luo SLR 88 598 0 07 Sep 2019