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Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Multimodal and Multi-view Models for Emotion Recognition Gustavo Aguilar Viktor Rozgic Weiran Wang Chao Wang 63 29 0 24 Jun 2019
Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation Daniel Loureiro A. Jorge 85 138 0 24 Jun 2019
LIAAD at SemDeep-5 Challenge: Word-in-Context (WiC) Daniel Loureiro A. Jorge 65 17 0 24 Jun 2019
Classification and Clustering of Arguments with Contextualized Word Embeddings Nils Reimers Benjamin Schiller Tilman Beck Johannes Daxenberger Christian Stab Iryna Gurevych 91 171 0 24 Jun 2019
A Tensorized Transformer for Language Modeling Xindian Ma Peng Zhang Shuai Zhang Nan Duan Yuexian Hou D. Song M. Zhou 89 168 0 24 Jun 2019
Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRF Anton A. Emelyanov Ekaterina Artemova 36 12 0 21 Jun 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review Tony Sun Andrew Gaut Shirlyn Tang Yuxin Huang Mai Elsherief Jieyu Zhao Diba Mirza E. Belding-Royer Kai-Wei Chang William Yang Wang AI4CE 141 563 0 21 Jun 2019
Few-Shot Sequence Labeling with Label Dependency Transfer and Pair-wise Embedding Yutai Hou Zhihan Zhou Yijia Liu Ning Wang Wanxiang Che Han Liu Ting Liu 71 9 0 20 Jun 2019
Conflict as an Inverse of Attention in Sequence Relationship Rajarshee Mitra 22 0 0 20 Jun 2019
Multi-Grained Named Entity Recognition Congying Xia Chenwei Zhang Tao Yang Yaliang Li Nan Du Xian Wu Wei Fan Fenglong Ma Philip Yu 86 87 0 20 Jun 2019
An Open-World Extension to Knowledge Graph Completion Models Haseeb Shah Johannes Villmow A. Ulges Ulrich Schwanecke Faisal Shafait VLM 57 79 0 19 Jun 2019
REflex: Flexible Framework for Relation Extraction in Multiple Domains Geeticka Chauhan Matthew B. A. McDermott Peter Szolovits 44 13 0 19 Jun 2019
Embedding time expressions for deep temporal ordering models Tanya Goyal Greg Durrett AI4TS 52 19 0 19 Jun 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 455 8,472 0 19 Jun 2019
Evaluating Protein Transfer Learning with TAPE Roshan Rao Nicholas Bhattacharya Neil Thomas Yan Duan Xi Chen John F. Canny Pieter Abbeel Yun S. Song SSL 110 813 0 19 Jun 2019
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction Christoph Alt Marc Hübner Leonhard Hennig 77 122 0 19 Jun 2019
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model Jiin Nam Seunghyun Yoon Kyomin Jung LM&MA 37 3 0 19 Jun 2019
Improving Sentiment Analysis with Multi-task Learning of Negation Jeremy Barnes Erik Velldal Lilja Øvrelid 70 36 0 18 Jun 2019
LTG-Oslo Hierarchical Multi-task Network: The importance of negation for document-level sentiment in Spanish Jeremy Barnes 49 3 0 18 Jun 2019
Towards Robust Named Entity Recognition for Historic German Stefan Schweter Johannes Baiter 53 23 0 18 Jun 2019
Transfer Learning for Causal Sentence Detection Manolis Kyriakakis Ion Androutsopoulos Joan Ginés i Ametllé Artur Saudabayev 52 25 0 18 Jun 2019
Zero-Shot Entity Linking by Reading Entity Descriptions Lajanugen Logeswaran Ming-Wei Chang Kenton Lee Kristina Toutanova Jacob Devlin Honglak Lee VLM 88 257 0 18 Jun 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 121 454 0 18 Jun 2019
Towards Transfer Learning for End-to-End Speech Synthesis from Deep Pre-Trained Language Models Wei Fang Yu-An Chung James R. Glass 61 27 0 17 Jun 2019
Low-resource Deep Entity Resolution with Transfer and Active Learning Jungo Kasai Kun Qian Sairam Gurajada Yunyao Li Lucian Popa 95 139 0 17 Jun 2019
Open Domain Event Extraction Using Neural Latent Variable Models Xiao Liu Heyan Huang Yue Zhang BDL DRL 65 57 0 17 Jun 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 97 100 0 15 Jun 2019
Context is Key: Grammatical Error Detection with Contextual Word Representations Samuel J. Bell H. Yannakoudakis Marek Rei 75 43 0 15 Jun 2019
Scalable Syntax-Aware Language Models Using Knowledge Distillation A. Kuncoro Chris Dyer Laura Rimell S. Clark Phil Blunsom 146 26 0 14 Jun 2019
Augmenting Neural Networks with First-order Logic Tao Li Vivek Srikumar 66 109 0 14 Jun 2019
A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning Gonçalo M. Correia André F. T. Martins 40 42 0 14 Jun 2019
Microsoft AI Challenge India 2018: Learning to Rank Passages for Web Question Answering with Deep Attention Networks Chaitanya Sai Alaparthi 32 5 0 14 Jun 2019
Cost-sensitive Regularization for Label Confusion-aware Event Detection Hongyu Lin Yaojie Lu Xianpei Han Le Sun 48 17 0 14 Jun 2019
On the Effect of Word Order on Cross-lingual Sentiment Analysis Àlex R. Atrio Toni Badia Jeremy Barnes 30 4 0 13 Jun 2019
Sentiment analysis is not solved! Assessing and probing sentiment classification Jeremy Barnes Lilja Øvrelid Erik Velldal 67 32 0 13 Jun 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index Minjoon Seo Jinhyuk Lee Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 94 157 0 13 Jun 2019
Learning Video Representations using Contrastive Bidirectional Transformer Chen Sun Fabien Baradel Kevin Patrick Murphy Cordelia Schmid SSL ViT 136 134 0 13 Jun 2019
Antonym-Synonym Classification Based on New Sub-space Embeddings Muhammad Asif Ali Yifang Sun Xiaoling Zhou Wei Wang Xiang Zhao 46 23 0 13 Jun 2019
A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics Aditya Joshi Sarvnaz Karimi R. Sparks Cécile Paris C. Macintyre 43 14 0 13 Jun 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 161 914 0 12 Jun 2019
Representation Learning for Words and Entities Pushpendre Rastogi SSL 69 0 0 12 Jun 2019
Continual and Multi-Task Architecture Search Ramakanth Pasunuru Joey Tianyi Zhou CLL 67 48 0 12 Jun 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Joey Tianyi Zhou RALM 73 39 0 12 Jun 2019
Putting words in context: LSTM language models and lexical ambiguity Laura Aina Kristina Gulordava Gemma Boleda 58 40 0 12 Jun 2019
Probing Multilingual Sentence Representations With X-Probe Vinit Ravishankar Lilja Øvrelid Erik Velldal 54 20 0 12 Jun 2019
A Systematic Comparison of English Noun Compound Representations Vered Shwartz NAI 26 8 0 11 Jun 2019
What Kind of Language Is Hard to Language-Model? Sabrina J. Mielke Ryan Cotterell Kyle Gorman Brian Roark Jason Eisner 104 78 0 11 Jun 2019
Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation Fajie Yuan Xiangnan He Haochuan Jiang G. Guo Jian Xiong Zhezhao Xu Yilin Xiong AI4TS 92 104 0 11 Jun 2019
Self-Supervised Learning for Contextualized Extractive Summarization Hong Wang Xin Eric Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang SSL 117 56 0 11 Jun 2019
What Does BERT Look At? An Analysis of BERT's Attention Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning MILM 301 1,610 0 11 Jun 2019