v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach Simiao Zuo Chen Liang Haoming Jiang Xiaodong Liu Pengcheng He Jianfeng Gao Weizhu Chen T. Zhao 129 9 0 11 Apr 2021
Identifying and Categorizing Offensive Language in Social Media Nikhil Oswal 9 4 0 10 Apr 2021
TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation Hansi Hettiarachchi Tharindu Ranasinghe 80 9 0 09 Apr 2021
Larger-Context Tagging: When and Why Does It Work? Jinlan Fu Liangjing Feng Qi Zhang Xuanjing Huang Pengfei Liu 63 5 0 09 Apr 2021
Transformers: "The End of History" for NLP? Anton Chernyavskiy Dmitry Ilvovsky Preslav Nakov 117 30 0 09 Apr 2021
Probing BERT in Hyperbolic Spaces Boli Chen Yao Fu Guangwei Xu Pengjun Xie Chuanqi Tan Mosha Chen L. Jing 77 60 0 08 Apr 2021
Uppsala NLP at SemEval-2021 Task 2: Multilingual Language Models for Fine-tuning and Feature Extraction in Word-in-Context Disambiguation Huiling You Xingran Zhu Sara Stymne 73 2 0 08 Apr 2021
Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings L. Pepino Pablo Riera Luciana Ferrer 111 365 0 08 Apr 2021
Combining Pre-trained Word Embeddings and Linguistic Features for Sequential Metaphor Identification Rui Mao Chenghua Lin Frank Guerin 53 8 0 07 Apr 2021
Multimodal Entity Linking for Tweets Omar Adjali Romaric Besançon Olivier Ferret Hervé Le Borgne Brigitte Grau 71 49 0 07 Apr 2021
Analysis of Twitter Users' Lifestyle Choices using Joint Embedding Model Tunazzina Islam Dan Goldwasser 54 5 0 07 Apr 2021
HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks Firoj Alam U. Qazi Muhammad Imran Ferda Ofli 87 67 0 07 Apr 2021
A hybrid inference system for improved curvature estimation in the level-set method using machine learning Luis Ángel Larios-Cárdenas Frédéric Gibou 69 6 0 07 Apr 2021
Better Neural Machine Translation by Extracting Linguistic Information from BERT Hassan S. Shavarani Anoop Sarkar 103 16 0 07 Apr 2021
Efficient transfer learning for NLP with ELECTRA Omer Levy 24 0 0 06 Apr 2021
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding Suyoun Kim Abhinav Arora Duc Le Ching-Feng Yeh Christian Fuegen Ozlem Kalinli M. Seltzer 86 28 0 05 Apr 2021
What's the best place for an AI conference, Vancouver or ______: Why completing comparative questions is difficult Avishai Zagoury Einat Minkov Idan Szpektor William W. Cohen ELM 56 6 0 05 Apr 2021
FedPandemic: A Cross-Device Federated Learning Approach Towards Elementary Prognosis of Diseases During a Pandemic Aman Priyanshu Rakshit Naidu FedML 40 4 0 05 Apr 2021
A New Approach to Overgenerating and Scoring Abstractive Summaries Kaiqiang Song Bingqing Wang Z. Feng Fei Liu 110 17 0 05 Apr 2021
Query2Prod2Vec Grounded Word Embeddings for eCommerce Federico Bianchi Jacopo Tagliabue Bingqing Yu 78 18 0 02 Apr 2021
Defending Against Image Corruptions Through Adversarial Augmentations D. A. Calian Florian Stimberg Olivia Wiles Sylvestre-Alvise Rebuffi András Gyorgy Timothy A. Mann Sven Gowal AAML 95 41 0 02 Apr 2021
Effect of depth order on iterative nested named entity recognition models Perceval Wajsburt Yoann Taillé Xavier Tannier 44 2 0 02 Apr 2021
HLE-UPC at SemEval-2021 Task 5: Multi-Depth DistilBERT for Toxic Spans Detection Rafel Palliser Albert Rial 59 6 0 01 Apr 2021
Zero-Shot Language Transfer vs Iterative Back Translation for Unsupervised Machine Translation Aviral Joshi Chengzhi Huang H. Singh 54 0 0 31 Mar 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 64 52 0 31 Mar 2021
Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition Guangrun Wang Liang Lin Rongcong Chen Guangcong Wang Jiqi Zhang OOD 54 10 0 31 Mar 2021
Representing ELMo embeddings as two-dimensional text online Andrey Kutuzov E. Kuzmenko 29 1 0 30 Mar 2021
Locally-Contextual Nonlinear CRFs for Sequence Labeling Harshil Shah Tim Z. Xiao David Barber 58 4 0 30 Mar 2021
Retraining DistilBERT for a Voice Shopping Assistant by Using Universal Dependencies P. Jayarao Arpit Sharma 67 2 0 29 Mar 2021
Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications Haw-Shiuan Chang Amol Agrawal Andrew McCallum 83 9 0 29 Mar 2021
Whitening Sentence Representations for Better Semantics and Faster Retrieval Jianlin Su Jiarun Cao Weijie Liu Yangyiwen Ou 103 305 0 29 Mar 2021
Machine Learning Meets Natural Language Processing -- The story so far N. Galanis P. Vafiadis K.-G. Mirzaev G. Papakostas 93 7 0 27 Mar 2021
Incorporating Connections Beyond Knowledge Embeddings: A Plug-and-Play Module to Enhance Commonsense Reasoning in Machine Reading Comprehension Damai Dai Hua Zheng Zhifang Sui Baobao Chang KELM LRM 33 2 0 26 Mar 2021
Bertinho: Galician BERT Representations David Vilares Marcos Garcia Carlos Gómez-Rodríguez 90 22 0 25 Mar 2021
K-XLNet: A General Method for Combining Explicit Knowledge with Language Model Pretraining Rui Yan Lanchang Sun Fang Wang Xiaoming Zhang KELM AI4CE 52 1 0 25 Mar 2021
An Approach to Improve Robustness of NLP Systems against ASR Errors Tong Cui Jinghui Xiao Liangyou Li Xin Jiang Qun Liu 61 11 0 25 Mar 2021
Engineering an Intelligent Essay Scoring and Feedback System: An Experience Report A. Chadda Kelly Song Raman Chandrasekar I. Gorton 24 2 0 25 Mar 2021
Improving Online Forums Summarization via Hierarchical Unified Deep Neural Network Sansiri Tarnpradab Fereshteh Jafariakinabad K. Hua 62 5 0 25 Mar 2021
Approximating Instance-Dependent Noise via Instance-Confidence Embedding Yivan Zhang Masashi Sugiyama 72 8 0 25 Mar 2021
When Word Embeddings Become Endangered Khalid Alnajjar 41 11 0 24 Mar 2021
Representing Numbers in NLP: a Survey and a Vision Avijit Thawani Jay Pujara Pedro A. Szekely Filip Ilievski 113 119 0 24 Mar 2021
Czert -- Czech BERT-like Model for Language Representation Jakub Sido O. Pražák P. Pribán Jan Pasek Michal Seják Miloslav Konopík 88 44 0 24 Mar 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi LRM 126 140 0 24 Mar 2021
Supporting Clustering with Contrastive Learning Dejiao Zhang Feng Nan Xiaokai Wei Shang-Wen Li Henghui Zhu Kathleen McKeown Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 117 204 0 24 Mar 2021
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures Sushant Singh A. Mahmood AI4TS 128 96 0 23 Mar 2021
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions Guillaume Staerman Pavlo Mozharovskyi Pierre Colombo Stéphan Clémenccon Florence dÁlché-Buc OOD 582 17 0 23 Mar 2021
Leveraging Multi-domain, Heterogeneous Data using Deep Multitask Learning for Hate Speech Detection Prashant Kapil Asif Ekbal 48 4 0 23 Mar 2021
Exercise? I thought you said Éxtra Fries': Leveraging Sentence Demarcations and Multi-hop Attention for Meme Affect Analysis Shraman Pramanick Md. Shad Akhtar Tanmoy Chakraborty 85 17 0 23 Mar 2021
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Julia Kreutzer Isaac Caswell Lisa Wang Ahsan Wahab D. Esch ... Duygu Ataman Orevaoghene Ahia Oghenefego Ahia Sweta Agrawal Mofetoluwa Adeyemi 87 280 0 22 Mar 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 136 226 0 22 Mar 2021