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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
Hierarchical Semantic Correspondence Learning for Post-Discharge Patient Mortality Prediction Shaika Chowdhury Chenwei Zhang Philip S. Yu Yuan Luo 38 0 0 15 Oct 2019
Whatcha lookin' at? DeepLIFTing BERT's Attention in Question Answering Ekaterina Arkhangelskaia Sourav Dutta AIMat 43 10 0 14 Oct 2019
Structured Pruning of a BERT-based Question Answering Model J. Scott McCarley Rishav Chakravarti Avirup Sil 98 53 0 14 Oct 2019
Training Compact Models for Low Resource Entity Tagging using Pre-trained Language Models Peter Izsak Shira Guskin Moshe Wasserblat VLM 59 8 0 14 Oct 2019
Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations Ke M. Tran Arianna Bisazza 56 28 0 12 Oct 2019
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations Alexei Baevski Steffen Schneider Michael Auli SSL 189 669 0 12 Oct 2019
Conversational Transfer Learning for Emotion Recognition Devamanyu Hazarika Soujanya Poria Roger Zimmermann Rada Mihalcea 118 17 0 11 Oct 2019
Learning Invariant Representations of Social Media Users Nicholas Andrews M. Bishop 79 37 0 11 Oct 2019
Structured Pruning of Large Language Models Ziheng Wang Jeremy Wohlwend Tao Lei 96 293 0 10 Oct 2019
Multilingual Question Answering from Formatted Text applied to Conversational Agents W. Siblini Charlotte Pasqual Axel Lavielle Mohamed Challal Cyril Cauchois 60 19 0 10 Oct 2019
Multi-label Categorization of Accounts of Sexism using a Neural Framework Pulkit Parikh Harika Abburi Pinkesh Badjatiya Radhika Krishnan Niyati Chhaya Manish Gupta Vasudeva Varma 76 73 0 10 Oct 2019
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity Eunah Cho He Xie John P. Lalor Varun Kumar William Campbell 45 17 0 09 Oct 2019
Domain-Relevant Embeddings for Medical Question Similarity Clara H. McCreery Namit Katariya A. Kannan Manish Chablani X. Amatriain 36 9 0 09 Oct 2019
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification Varun Kumar Hadrien Glaude Cyprien de Lichy William Campbell 96 85 0 09 Oct 2019
Word Embedding Visualization Via Dictionary Learning Juexiao Zhang Yubei Chen Brian Cheung Bruno A. Olshausen 85 17 0 09 Oct 2019
HuggingFace's Transformers: State-of-the-art Natural Language Processing Thomas Wolf Lysandre Debut Victor Sanh Julien Chaumond Clement Delangue ... Teven Le Scao Sylvain Gugger Mariama Drame Quentin Lhoest Alexander M. Rush AI4CE 165 1,977 0 09 Oct 2019
SesameBERT: Attention for Anywhere Ta-Chun Su Hsiang-Chih Cheng 58 7 0 08 Oct 2019
Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks Xinchi Chen Chunchuan Lyu Ivan Titov OffRL 55 21 0 07 Oct 2019
Correlations between Word Vector Sets V. Zhelezniak April Shen Dan Busbridge Aleksandar Savkov Nils Y. Hammerla 64 9 0 07 Oct 2019
Domain Differential Adaptation for Neural Machine Translation Zi-Yi Dou Xinyi Wang Junjie Hu Graham Neubig 62 17 0 07 Oct 2019
Soft-Label Dataset Distillation and Text Dataset Distillation Ilia Sucholutsky Matthias Schonlau DD 174 135 0 06 Oct 2019
Named Entity Recognition -- Is there a glass ceiling? Tomasz Stanislawek Anna Wróblewska Alicja Wójcicka Daniel Ziembicki P. Biecek 67 26 0 06 Oct 2019
On Dimensional Linguistic Properties of the Word Embedding Space Maosen Li Siheng Chen Ya Zhang Florian Metze 38 3 0 05 Oct 2019
Contrastive Language Adaptation for Cross-Lingual Stance Detection Gavin Hartnett A. Lohn Alexander P. Sedlack 87 47 0 04 Oct 2019
Investigating the Effectiveness of Representations Based on Word-Embeddings in Active Learning for Labelling Text Datasets Jinghui Lu M. Henchion Brian Mac Namee AI4TS 39 9 0 04 Oct 2019
Fine-grained Sentiment Classification using BERT Manish Munikar Sushil Shakya Aakash Shrestha SSeg 62 204 0 04 Oct 2019
Distilling BERT into Simple Neural Networks with Unlabeled Transfer Data Subhabrata Mukherjee Ahmed Hassan Awadallah 91 25 0 04 Oct 2019
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation Max Landauer Yung-Sung Chuang Florian Skopik Yun-Nung Chen FaML LM&MA MedIm 34 8 0 03 Oct 2019
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks Yuchang Sun Sungjin Lee Yaliang Li Jun Zhang 49 11 0 03 Oct 2019
Hitachi at MRP 2019: Unified Encoder-to-Biaffine Network for Cross-Framework Meaning Representation Parsing R. Ramachandran Gaku Morio Terufumi Morishita Hiroaki Ozaki Gaurav Sukhatme 34 7 0 03 Oct 2019
Extracting UMLS Concepts from Medical Text Using General and Domain-Specific Deep Learning Models Sicong Tang Feitong Tan Berry de Bruijn Muqun Li A. LaPlante P. Tan 66 13 0 03 Oct 2019
Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues Or Levi Pedram Hosseini Mona T. Diab David A. Broniatowski 23 29 0 02 Oct 2019
Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations Jeff Da Jungo Kasai LRM 73 41 0 02 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 346 7,585 0 02 Oct 2019
Neural Word Decomposition Models for Abusive Language Detection S. Bodapati Spandana Gella Kasturi Bhattacharjee Yaser Al-Onaizan 67 28 0 02 Oct 2019
SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders Peter J. Liu Yu-An Chung Jie Jessie Ren 113 20 0 02 Oct 2019
Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU Andrea Vanzo E. Bastianelli Oliver Lemon 75 37 0 02 Oct 2019
The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews Benjamin van der Burgh Suzan Verberne VLM 68 22 0 02 Oct 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis Xin Li Lidong Bing Wenxuan Zhang W. Lam 86 281 0 02 Oct 2019
Better Document-Level Machine Translation with Bayes' Rule Lei Yu Laurent Sartran Wojciech Stokowiec Wang Ling Lingpeng Kong Phil Blunsom Chris Dyer 79 7 0 01 Oct 2019
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations Christian Hadiwinoto Hwee Tou Ng Wee Chung Gan 77 84 0 01 Oct 2019
Specializing Word Embeddings (for Parsing) by Information Bottleneck Xiang Lisa Li Jason Eisner 71 67 0 01 Oct 2019
Simple and Effective Paraphrastic Similarity from Parallel Translations John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 92 49 0 30 Sep 2019
A Closer Look at Data Bias in Neural Extractive Summarization Models Ming Zhong Danqing Wang Pengfei Liu Xipeng Qiu Xuanjing Huang 105 42 0 30 Sep 2019
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation Inigo Jauregi Unanue E. Z. Borzeshi Massimo Piccardi AI4TS 49 0 0 30 Sep 2019
Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers Yatin Chaudhary Pankaj Gupta Thomas Runkler CLL BDL 31 0 0 29 Sep 2019
Integrated Triaging for Fast Reading Comprehension Felix Wu Boyi Li Lequn Wang Ni Lao John Blitzer Kilian Q. Weinberger 41 3 0 28 Sep 2019
On the use of BERT for Neural Machine Translation Stéphane Clinchant K. Jung Vassilina Nikoulina 86 90 0 27 Sep 2019
Improving Pre-Trained Multilingual Models with Vocabulary Expansion Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu 74 44 0 26 Sep 2019
Learning the Difference that Makes a Difference with Counterfactually-Augmented Data Divyansh Kaushik Eduard H. Hovy Zachary Chase Lipton CML 155 571 0 26 Sep 2019