v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Sentiment Analysis with Contextual Embeddings and Self-Attention Katarzyna Biesialska Magdalena Biesialska H. Rybinski 71 3 0 12 Mar 2020
Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings H. Zhang Amy X. Lu Mohamed Abdalla Matthew B. A. McDermott Marzyeh Ghassemi 80 177 0 11 Mar 2020
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking Samuel Broscheit OCL 120 123 0 11 Mar 2020
Text classification with word embedding regularization and soft similarity measure Vít Novotný E. F. Ayetiran Michal Štefánik Petr Sojka 40 12 0 10 Mar 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker Edoardo Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 90 83 0 10 Mar 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 379 481 0 10 Mar 2020
A Framework for Evaluation of Machine Reading Comprehension Gold Standards Viktor Schlegel Marco Valentino André Freitas Goran Nenadic Riza Batista-Navarro 63 30 0 10 Mar 2020
Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings Xunjie Zhu Gerard de Melo NAI 33 12 0 09 Mar 2020
Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA Xianpei Han Zhichun Wang Jiangtao Zhang Qinghua Wen Wenqi Li ... Guilin Qi Lei Zou Sen Hu Minhao Zhang Yinnian Lin 65 16 0 09 Mar 2020
IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text Retrieval Hui Chen Guiguang Ding Xudong Liu Zijia Lin Ji Liu Jungong Han 80 326 0 08 Mar 2020
ProGen: Language Modeling for Protein Generation Ali Madani Bryan McCann Nikhil Naik N. Keskar N. Anand Raphael R. Eguchi Po-Ssu Huang R. Socher 99 289 0 08 Mar 2020
Multi-task Learning Based Neural Bridging Reference Resolution Juntao Yu Massimo Poesio 64 28 0 07 Mar 2020
NYTWIT: A Dataset of Novel Words in the New York Times Yuval Pinter Cassandra L. Jacobs Max Bittker 84 14 0 06 Mar 2020
Distributional semantic modeling: a revised technique to train term/word vector space models applying the ontology-related approach O. Palagin V. Velychko Kyrylo S. Malakhov O. Shchurov 24 13 0 06 Mar 2020
Captioning Images with Novel Objects via Online Vocabulary Expansion Mikihiro Tanaka Tatsuya Harada 3DV 83 2 0 06 Mar 2020
Is POS Tagging Necessary or Even Helpful for Neural Dependency Parsing? Houquan Zhou Yu Zhang Zhenghua Li Min Zhang 74 24 0 06 Mar 2020
A Framework for the Computational Linguistic Analysis of Dehumanization Julia Mendelsohn Yulia Tsvetkov Dan Jurafsky 166 94 0 06 Mar 2020
BERT as a Teacher: Contextual Embeddings for Sequence-Level Reward Florian Schmidt Thomas Hofmann 88 8 0 05 Mar 2020
Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout Filip Graliñski Tomasz Stanislawek Anna Wróblewska Dawid Lipiñski Agnieszka Kaliska Paulina Rosalska Bartosz Topolski P. Biecek 79 41 0 04 Mar 2020
A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection Daniele Bonadiman Alessandro Moschitti RALM 70 10 0 04 Mar 2020
jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models Yada Pruksachatkun Philip Yeres Haokun Liu Jason Phang Phu Mon Htut Alex Jinpeng Wang Ian Tenney Samuel R. Bowman SSeg 51 94 0 04 Mar 2020
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation Igor Shalyminov Alessandro Sordoni Adam Atkinson Hannes Schulz VLM 72 13 0 03 Mar 2020
Multi-Task Learning with Auxiliary Speaker Identification for Conversational Emotion Recognition Jingye Li Meishan Zhang Donghong Ji Yijiang Liu 72 32 0 03 Mar 2020
XGPT: Cross-modal Generative Pre-Training for Image Captioning Qiaolin Xia Haoyang Huang Nan Duan Dongdong Zhang Lei Ji Zhifang Sui Edward Cui Taroon Bharti Xin Liu Ming Zhou MLLM VLM 113 76 0 03 Mar 2020
Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification Muhammad Nabeel Asim M. Ghani Muhammad Ali Ibrahim Sheraz Ahmed Waqar Mahmood Andreas Dengel 57 19 0 03 Mar 2020
Transfer Learning for Context-Aware Spoken Language Understanding Qian Chen Zhu Zhuo Wen Wang Qiuyun Xu 64 5 0 03 Mar 2020
Med7: a transferable clinical natural language processing model for electronic health records Andrey Kormilitzin N. Vaci Qiang Liu A. Nevado-Holgado 97 120 0 03 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 163 222 0 02 Mar 2020
Style Example-Guided Text Generation using Generative Adversarial Transformers Kuo-Hao Zeng Mohammad Shoeybi Ming-Yuan Liu GAN 95 18 0 02 Mar 2020
Introduction to deep learning Lihi Shiloh-Perl Raja Giryes 73 0 0 29 Feb 2020
Understanding the Downstream Instability of Word Embeddings Megan Leszczynski Avner May Jian Zhang Sen Wu Christopher R. Aberger Christopher Ré 63 14 0 29 Feb 2020
AraBERT: Transformer-based Model for Arabic Language Understanding Wissam Antoun Fady Baly Hazem M. Hajj 181 975 0 28 Feb 2020
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training Hangbo Bao Li Dong Furu Wei Wenhui Wang Nan Yang ... Yu Wang Songhao Piao Jianfeng Gao Ming Zhou H. Hon AI4CE 92 397 0 28 Feb 2020
RP-DNN: A Tweet level propagation context based deep neural networks for early rumor detection in Social Media Jie Gao Sooji Han Xingyi Song F. Ciravegna 67 21 0 28 Feb 2020
Few-shot Natural Language Generation for Task-Oriented Dialog Baolin Peng Chenguang Zhu Chunyuan Li Xiujun Li Jinchao Li Michael Zeng Jianfeng Gao 93 201 0 27 Feb 2020
Visual Commonsense R-CNN Tan Wang Jianqiang Huang Hanwang Zhang Qianru Sun SSL ObjD CML 86 252 0 27 Feb 2020
Squashed Shifted PMI Matrix: Bridging Word Embeddings and Hyperbolic Spaces Z. Assylbekov Alibi Jangeldin 42 0 0 27 Feb 2020
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT Prakhar Ganesh Yao Chen Xin Lou Mohammad Ali Khan Yifan Yang Hassan Sajjad Preslav Nakov Deming Chen Marianne Winslett AI4CE 167 201 0 27 Feb 2020
Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning Tianyi Wang Yating Zhang Xiaozhong Liu Changlong Sun Qiong Zhang 55 7 0 27 Feb 2020
Multi-task Learning with Multi-head Attention for Multi-choice Reading Comprehension H. Wan 127 13 0 26 Feb 2020
Detecting Potential Topics In News Using BERT, CRF and Wikipedia S. Jadhav 43 2 0 26 Feb 2020
Semantic Relatedness for Keyword Disambiguation: Exploiting Different Embeddings M. G. Buey Carlos Bobed Jorge Gracia E. Mena 31 0 0 25 Feb 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 324 1,286 0 25 Feb 2020
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification Chengyu Wang Minghui Qiu Jun Huang Xiaofeng He VLM KELM 106 13 0 25 Feb 2020
What BERT Sees: Cross-Modal Transfer for Visual Question Generation Thomas Scialom Patrick Bordes Paul-Alexis Dray Jacopo Staiano Patrick Gallinari 61 6 0 25 Feb 2020
Exploring BERT Parameter Efficiency on the Stanford Question Answering Dataset v2.0 Eric Hulburd 53 5 0 25 Feb 2020
Parsing Early Modern English for Linguistic Search S. Kulick Neville Ryant 39 2 0 24 Feb 2020
Low-Resource Knowledge-Grounded Dialogue Generation Xueliang Zhao Wei Wu Chongyang Tao Can Xu Dongyan Zhao Rui Yan 119 110 0 24 Feb 2020
Learning from Positive and Unlabeled Data with Arbitrary Positive Shift Zayd Hammoudeh Daniel Lowd 107 39 0 24 Feb 2020
Predicting Subjective Features of Questions of QA Websites using BERT Issa Annamoradnejad MohammadAmin Fazli J. Habibi AI4MH 21 16 0 24 Feb 2020