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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
Core Challenges in Embodied Vision-Language Planning Jonathan M Francis Nariaki Kitamura Felix Labelle Xiaopeng Lu Ingrid Navarro Jean Oh LM&Ro 144 48 0 26 Jun 2021
Learning to Sample Replacements for ELECTRA Pre-Training Y. Hao Li Dong Hangbo Bao Ke Xu Furu Wei MU 50 12 0 25 Jun 2021
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy Marcos Garcia 57 18 0 25 Jun 2021
A Picture May Be Worth a Hundred Words for Visual Question Answering Yusuke Hirota Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima Ittetsu Taniguchi Takao Onoye ViT 35 4 0 25 Jun 2021
iReason: Multimodal Commonsense Reasoning using Videos and Natural Language with Interpretability Andrew Wang Aman Chadha CML 43 5 0 25 Jun 2021
Multitask Learning for Citation Purpose Classification Alexander X. Oesterling Angikar Ghosal Haoyang Yu Rui Xin Yasa Baig Lesia Semenova Cynthia Rudin 39 7 0 24 Jun 2021
Towards Understanding and Mitigating Social Biases in Language Models Paul Pu Liang Chiyu Wu Louis-Philippe Morency Ruslan Salakhutdinov 123 399 0 24 Jun 2021
Towards Fully Interpretable Deep Neural Networks: Are We There Yet? Sandareka Wickramanayake Wynne Hsu Mong Li Lee FaML AI4CE 53 3 0 24 Jun 2021
TagRuler: Interactive Tool for Span-Level Data Programming by Demonstration Dongjin Choi Sara Evensen Çağatay Demiralp Estevam R. Hruschka 69 6 0 24 Jun 2021
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization Yi Tay Vinh Q. Tran Sebastian Ruder Jai Gupta Hyung Won Chung Dara Bahri Zhen Qin Simon Baumgartner Cong Yu Donald Metzler 175 162 0 23 Jun 2021
Clinical Named Entity Recognition using Contextualized Token Representations Yichao Zhou C. Ju J. H. Caufield Kevin J. Shih Calvin Yu‐Chian Chen Yizhou Sun Kai-Wei Chang Peipei Ping Wei Wang 115 11 0 23 Jun 2021
Mixtures of Deep Neural Experts for Automated Speech Scoring Sara Papi E. Trentin R. Gretter M. Matassoni D. Falavigna MoE 38 10 0 23 Jun 2021
LV-BERT: Exploiting Layer Variety for BERT Weihao Yu Zihang Jiang Fei Chen Qibin Hou Jiashi Feng MQ 70 0 0 22 Jun 2021
Deep Learning Models in Detection of Dietary Supplement Adverse Event Signals from Twitter Yefeng Wang Yunpeng Zhao Jiang Bian Rui Zhang MedIm 118 8 0 21 Jun 2021
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation Yang Deng Wenxuan Zhang W. Lam 45 3 0 21 Jun 2021
Enhancing Question Generation with Commonsense Knowledge Xin Jia Hao Wang D. Yin Hao Sun 54 6 0 19 Jun 2021
All You Can Embed: Natural Language based Vehicle Retrieval with Spatio-Temporal Transformers Carmelo Scribano D. Sapienza Giorgia Franchini M. Verucchi Marko Bertogna 58 4 0 18 Jun 2021
Graph-based Joint Pandemic Concern and Relation Extraction on Twitter Jingli Shi Weihua Li Sira Yongchareon Yi Yang Quan-wei Bai 43 8 0 18 Jun 2021
Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU Usman Naseem Matloob Khushi Jinman Kim A. Dunn 54 12 0 17 Jun 2021
Biomedical Interpretable Entity Representations Diego Garcia-Olano Yasumasa Onoe Ioana Baldini Joydeep Ghosh Byron C. Wallace Kush R. Varshney AI4CE 45 3 0 17 Jun 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases Boxi Cao Hongyu Lin Xianpei Han Le Sun Lingyong Yan M. Liao Tong Xue Jin Xu 87 136 0 17 Jun 2021
Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning Colin Wei Sang Michael Xie Tengyu Ma 156 100 0 17 Jun 2021
Specializing Multilingual Language Models: An Empirical Study Ethan C. Chau Noah A. Smith 139 27 0 16 Jun 2021
A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections Dimitris Pappas Ion Androutsopoulos RALM MedIm 34 4 0 16 Jun 2021
From Discourse to Narrative: Knowledge Projection for Event Relation Extraction Jialong Tang Hongyu Lin M. Liao Yaojie Lu Xianpei Han Le Sun Weijian Xie Jin Xu 67 24 0 16 Jun 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 82 29 0 15 Jun 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 120 178 0 14 Jun 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 216 3,017 0 14 Jun 2021
Constraining Linear-chain CRFs to Regular Languages Sean Papay Roman Klinger Sebastian Padó BDL 86 7 0 14 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 179 865 0 14 Jun 2021
Memory-efficient Transformers via Top- $k$ Attention Ankit Gupta Guy Dar Shaya Goodman David Ciprut Jonathan Berant MQ 103 60 0 13 Jun 2021
Neural Combinatory Constituency Parsing Zhousi Chen Longtu Zhang Aizhan Imankulova Mamoru Komachi 83 2 0 12 Jun 2021
RefBERT: Compressing BERT by Referencing to Pre-computed Representations Xinyi Wang Haiqing Yang Liang Zhao Yang Mo Jianping Shen MQ 80 4 0 11 Jun 2021
Scaling Vision with Sparse Mixture of Experts C. Riquelme J. Puigcerver Basil Mustafa Maxim Neumann Rodolphe Jenatton André Susano Pinto Daniel Keysers N. Houlsby MoE 154 613 0 10 Jun 2021
Linguistically Informed Masking for Representation Learning in the Patent Domain Sophia Althammer Mark Buckley Sebastian Hofstatter Allan Hanbury 59 11 0 10 Jun 2021
AI-enabled Automation for Completeness Checking of Privacy Policies Orlando Amaral Sallam Abualhaija Damiano Torre M. Sabetzadeh Lionel C. Briand 59 40 0 10 Jun 2021
Semantic-aware Binary Code Representation with BERT Hyungjoon Koo Soyeon Park Daejin Choi Taesoo Kim 64 24 0 10 Jun 2021
Psycholinguistic Tripartite Graph Network for Personality Detection Tao Yang Feifan Yang Haolan Ouyang Xiaojun Quan 67 23 0 09 Jun 2021
Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding Narjes Nikzad Khasmakhi M. Feizi-Derakhshi M. Asgari-Chenaghlu M. Balafar Ali Reza Feizi Derakhshi Taymaz Rahkar-Farshi Majid Ramezani Zoleikha Jahanbakhsh-Nagadeh E. Zafarani-Moattar Mehrdad Ranjbar-Khadivi 63 23 0 09 Jun 2021
Neural Supervised Domain Adaptation by Augmenting Pre-trained Models with Random Units Sara Meftah N. Semmar Y. Tamaazousti H. Essafi F. Sadat 70 3 0 09 Jun 2021
Probing Multilingual Language Models for Discourse Murathan Kurfali Robert Östling 81 17 0 09 Jun 2021
Comprehension Based Question Answering using Bloom's Taxonomy Pritish Sahu Michael Cogswell Sara Rutherford-Quach Ajay Divakaran AI4MH 69 8 0 08 Jun 2021
Learning from Multiple Noisy Partial Labelers Peilin Yu Tiffany Ding Stephen H. Bach NoLa 73 22 0 08 Jun 2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models Prakhar Gupta Martin Jaggi 81 30 0 08 Jun 2021
A Unified Generative Framework for Aspect-Based Sentiment Analysis Hang Yan Junqi Dai Tuo Ji Xipeng Qiu Zheng Zhang 89 285 0 08 Jun 2021
Self-supervised and Supervised Joint Training for Resource-rich Machine Translation Yong Cheng Wei Wang Lu Jiang Wolfgang Macherey 76 17 0 08 Jun 2021
Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study Xiangyang Mou Chenghao Yang Mo Yu Bingsheng Yao Xiaoxiao Guo Saloni Potdar Hui Su LMTD 69 26 0 07 Jun 2021
Diverse Pretrained Context Encodings Improve Document Translation Domenic Donato Lei Yu Chris Dyer 56 16 0 07 Jun 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models Soumya Barikeri Anne Lauscher Ivan Vulić Goran Glavaš 112 184 0 07 Jun 2021
BERTGEN: Multi-task Generation through BERT Faidon Mitzalis Ozan Caglayan Pranava Madhyastha Lucia Specia VLM 50 7 0 07 Jun 2021