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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
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark Haoran Li Abhinav Arora Shuohui Chen Anchit Gupta Sonal Gupta Yashar Mehdad 136 179 0 21 Aug 2020
Do Syntax Trees Help Pre-trained Transformers Extract Information? Devendra Singh Sachan Yuhao Zhang Peng Qi William L. Hamilton 74 79 0 20 Aug 2020
Discovering Useful Sentence Representations from Large Pretrained Language Models Nishant Subramani Nivedita Suresh 42 5 0 20 Aug 2020
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries Benjamin Heinzerling Kentaro Inui KELM 87 133 0 20 Aug 2020
An Experimental Study of Deep Neural Network Models for Vietnamese Multiple-Choice Reading Comprehension Son T. Luu Kiet Van Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 57 5 0 20 Aug 2020
Lite Training Strategies for Portuguese-English and English-Portuguese Translation Alexandre Lopes Rodrigo Nogueira R. Lotufo Hélio Pedrini 39 6 0 20 Aug 2020
Cross-Utterance Language Models with Acoustic Error Sampling G. Sun Chuxu Zhang P. Woodland 36 2 0 19 Aug 2020
UoB at SemEval-2020 Task 12: Boosting BERT with Corpus Level Information Wah Meng Lim Harish Tayyar Madabushi 42 14 0 19 Aug 2020
VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based Recommendations Michael Oppermann R. Kincaid T. Munzner 120 44 0 18 Aug 2020
Evaluating for Diversity in Question Generation over Text Michael Schlichtkrull Weiwei Cheng 55 5 0 17 Aug 2020
A Survey of Active Learning for Text Classification using Deep Neural Networks Christopher Schröder A. Niekler 88 101 0 17 Aug 2020
Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation Goran Glavaš Ivan Vulić 102 69 0 15 Aug 2020
Label-Wise Document Pre-Training for Multi-Label Text Classification Han Liu Caixia Yuan Xiaojie Wang VLM 48 13 0 15 Aug 2020
Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview P. Bell Joachim Fainberg Ondˇrej Klejch Jinyu Li Steve Renals P. Swietojanski 135 78 0 14 Aug 2020
Hate Speech Detection and Racial Bias Mitigation in Social Media based on BERT model Marzieh Mozafari R. Farahbakhsh Noel Crespi 98 224 0 14 Aug 2020
Graph-based Modeling of Online Communities for Fake News Detection Shantanu Chandra Pushkar Mishra H. Yannakoudakis Madhav Nimishakavi Marzieh Saeidi Ekaterina Shutova GNN 129 45 0 14 Aug 2020
ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection Ye Liu Junsong Yuan Chang Wen Chen 279 83 0 14 Aug 2020
Adaptable Multi-Domain Language Model for Transformer ASR Taewoo Lee Min-Joong Lee Tae Gyoon Kang Seokyeong Jung Minseok Kwon ... Ho-Gyeong Kim Jiseung Jeong Jihyun Lee Hosik Lee Y. S. Choi 63 18 0 14 Aug 2020
End-to-End Trainable Self-Attentive Shallow Network for Text-Independent Speaker Verification Hyeonmook Park Jungbae Park Sang Wan Lee 35 0 0 14 Aug 2020
MICE: Mining Idioms with Contextual Embeddings Tadej Škvorc P. Gantar Marko Robnik-Šikonja 48 19 0 13 Aug 2020
Synergy between Machine/Deep Learning and Software Engineering: How Far Are We? Simin Wang LiGuo Huang Jidong Ge Tengfei Zhang Haitao Feng Ming Li He Zhang Vincent Ng AI4CE 64 7 0 12 Aug 2020
Variance-reduced Language Pretraining via a Mask Proposal Network Liang Chen SSL 58 8 0 12 Aug 2020
KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue X. Jiang Siyi Du Zengchang Qin Yajing Sun Jiahao Yu 108 37 0 11 Aug 2020
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings Lixing Zhu Yulan He Deyu Zhou 69 14 0 11 Aug 2020
An Automated, End-to-End Framework for Modeling Attacks From Vulnerability Descriptions Hodaya Binyamini Ron Bitton Masaki Inokuchi T. Yagyu Yuval Elovici A. Shabtai 126 11 0 10 Aug 2020
On Commonsense Cues in BERT for Solving Commonsense Tasks Leyang Cui Sijie Cheng Yu Wu Yue Zhang SSL CML LRM 73 15 0 10 Aug 2020
Distilling the Knowledge of BERT for Sequence-to-Sequence ASR Hayato Futami Hirofumi Inaguma Sei Ueno Masato Mimura S. Sakai Tatsuya Kawahara 91 53 0 09 Aug 2020
SemEval-2020 Task 8: Memotion Analysis -- The Visuo-Lingual Metaphor! Chhavi Sharma Deepesh Bhageria W. Scott Srinivas Pykl A. Das Tanmoy Chakraborty Viswanath Pulabaigari Björn Gambäck 98 180 0 09 Aug 2020
Fast and Accurate Neural CRF Constituency Parsing Yu Zhang Houquan Zhou Zhenghua Li 103 91 0 09 Aug 2020
C1 at SemEval-2020 Task 9: SentiMix: Sentiment Analysis for Code-Mixed Social Media Text using Feature Engineering L. Advani Clement Lu Suraj Maharjan 40 9 0 09 Aug 2020
SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media Amirreza Shirani Franck Dernoncourt Nedim Lipka P. Asente J. Echevarria Thamar Solorio 53 21 0 07 Aug 2020
Pretraining Techniques for Sequence-to-Sequence Voice Conversion Wen-Chin Huang Tomoki Hayashi Yi-Chiao Wu Hirokazu Kameoka Tomoki Toda 153 40 0 07 Aug 2020
Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning Yannick Le Cacheux Adrian Daniel Popescu Hervé Le Borgne VLM 142 7 0 06 Aug 2020
A critical analysis of metrics used for measuring progress in artificial intelligence Kathrin Blagec Georg Dorffner M. Moradi Matthias Samwald 78 34 0 06 Aug 2020
ConvBERT: Improving BERT with Span-based Dynamic Convolution Zihang Jiang Weihao Yu Daquan Zhou Yunpeng Chen Jiashi Feng Shuicheng Yan 177 163 0 06 Aug 2020
An exploration of the encoding of grammatical gender in word embeddings Hartger Veeman A. Basirat FaML 48 1 0 05 Aug 2020
Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs Clara H. McCreery Namit Katariya A. Kannan Manish Chablani X. Amatriain MedIm OOD 65 76 0 04 Aug 2020
Learning Visual Representations with Caption Annotations Mert Bulent Sariyildiz J. Perez Diane Larlus VLM SSL 144 162 0 04 Aug 2020
Describing Textures using Natural Language Chenyun Wu Mikayla Timm Subhransu Maji 3DV 76 10 0 03 Aug 2020
Exploiting Deep Sentential Context for Expressive End-to-End Speech Synthesis Fengyu Yang Shan Yang Qinghua Wu Yujun Wang Lei Xie 73 5 0 03 Aug 2020
Large-scale, Language-agnostic Discourse Classification of Tweets During COVID-19 O. Gencoglu 68 27 0 02 Aug 2020
Multilingual Translation with Extensible Multilingual Pretraining and Finetuning Y. Tang C. Tran Xian Li Peng-Jen Chen Naman Goyal Vishrav Chaudhary Jiatao Gu Angela Fan CLL 184 462 0 02 Aug 2020
A Survey on Text Classification: From Shallow to Deep Learning Qian Li Hao Peng Jianxin Li Congyin Xia Renyu Yang Lichao Sun Philip S. Yu Lifang He VLM 192 361 0 02 Aug 2020
SemEval-2020 Task 7: Assessing Humor in Edited News Headlines Nabil Hossain John Krumm Michael Gamon Henry A. Kautz 96 73 0 01 Aug 2020
On Learning Universal Representations Across Languages Xiangpeng Wei Rongxiang Weng Yue Hu Luxi Xing Heng Yu Weihua Luo SSL VLM 120 87 0 31 Jul 2020
Evaluating Semantic Interaction on Word Embeddings via Simulation Yail Bian Michelle Dowling Chris North 27 4 0 31 Jul 2020
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 301 1,806 0 31 Jul 2020
COVID-19 therapy target discovery with context-aware literature mining Matej Martinc Blaž Škrlj S. Pirkmajer Nada Lavrac B. Cestnik Martin Marzidovsek Senja Pollak 53 9 0 30 Jul 2020
Neural Modeling for Named Entities and Morphology (NEMO^2) Dan Bareket Reut Tsarfaty 82 32 0 30 Jul 2020
Artificial Intelligence in the Battle against Coronavirus (COVID-19): A Survey and Future Research Directions Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen Samuel Yang Peter W. Eklund Thien Huynh-The Thanh Tam Nguyen Quoc-Viet Pham Imran Razzak Edbert B. Hsu 99 192 0 30 Jul 2020