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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
Character-level HyperNetworks for Hate Speech Detection Tomer Wullach A. Adler Einat Minkov 61 14 0 11 Nov 2021
Explainable Sentence-Level Sentiment Analysis for Amazon Product Reviews Xuechun Li Xueyao Sun Zewei Xu Yifan Zhou 40 7 0 11 Nov 2021
Cross-language Information Retrieval P. Galuscáková Douglas W. Oard Suraj Nair 70 0 0 10 Nov 2021
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 64 0 0 10 Nov 2021
CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks Chao Pang Xinzhuo Jiang Krishna S. Kalluri M. Spotnitz Ruijun Chen A. Perotte Karthik Natarajan OOD 69 65 0 10 Nov 2021
Multimodal Approach for Metadata Extraction from German Scientific Publications Azeddine Bouabdallah Jorge Gavilan Jennifer Gerbl Prayuth Patumcharoenpol 32 0 0 10 Nov 2021
Metagenome2Vec: Building Contextualized Representations for Scalable Metagenome Analysis Sathyanarayanan N. Aakur Vineela Indla Vennela Indla S. Narayanan A. Bagavathi V. Ramnath A. Ramachandran 37 5 0 09 Nov 2021
MNet-Sim: A Multi-layered Semantic Similarity Network to Evaluate Sentence Similarity Manuela Nayantara Jeyaraj D. Kasthurirathna 127 3 0 09 Nov 2021
FPM: A Collection of Large-scale Foundation Pre-trained Language Models Dezhou Shen AI4CE 42 0 0 09 Nov 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 203 84 0 08 Nov 2021
JaMIE: A Pipeline Japanese Medical Information Extraction System Fei Cheng Shuntaro Yada Ribeka Tanaka Eiji Aramaki Sadao Kurohashi 61 7 0 08 Nov 2021
Personalized Benchmarking with the Ludwig Benchmarking Toolkit A. Narayan Piero Molino Karan Goel Willie Neiswanger Christopher Ré 76 11 0 08 Nov 2021
Automated Detection of GDPR Disclosure Requirements in Privacy Policies using Deep Active Learning Tamjid Al-Rahat Tu Le Yuan Tian 44 6 0 08 Nov 2021
IBERT: Idiom Cloze-style reading comprehension with Attention Ruiyang Qin Haozheng Luo Zheheng Fan Ziang Ren AIMat 73 9 0 05 Nov 2021
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics Clément Christophe Julien Velcin Jairo Cugliari Manel Boumghar Philippe Suignard 34 2 0 05 Nov 2021
On the Impact of Temporal Representations on Metaphor Detection Giorgio Ottolina M. Palmonari Mehwish Alam Manuel Vimercati 31 2 0 05 Nov 2021
Conformal prediction for text infilling and part-of-speech prediction N. Dey Jing Ding Jack G. Ferrell Carolina Kapper Maxwell Lovig Emiliano Planchon Jonathan P. Williams UQLM 146 21 0 04 Nov 2021
Discovering Supply Chain Links with Augmented Intelligence Achintya Gopal Chun-Han Chang 61 3 0 02 Nov 2021
Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model Hind S. Alatawi Areej M. Alhothali K. Moria 74 94 0 02 Nov 2021
Practical and Light-weight Secure Aggregation for Federated Submodel Learning Jamie Cui Cen Chen Tiandi Ye Li Wang FedML 81 2 0 02 Nov 2021
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Aakanksha Naik J. Lehman Carolyn Rose 104 7 0 02 Nov 2021
Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP Trapit Bansal K. Gunasekaran Tong Wang Tsendsuren Munkhdalai Andrew McCallum SSL OOD 101 20 0 02 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 197 1,103 0 01 Nov 2021
With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition Evangelos Kazakos Jaesung Huh Arsha Nagrani Andrew Zisserman Dima Damen EgoV 122 46 0 01 Nov 2021
Projected GANs Converge Faster Axel Sauer Kashyap Chitta Jens Muller Andreas Geiger 111 237 0 01 Nov 2021
Enhanced Language Representation with Label Knowledge for Span Extraction Pan Yang Xin Cong Zhenyu Sun Xingwu Liu 65 29 0 01 Nov 2021
Backdoor Pre-trained Models Can Transfer to All Lujia Shen S. Ji Xuhong Zhang Jinfeng Li Jing Chen Jie Shi Chengfang Fang Jianwei Yin Ting Wang AAML SILM 104 132 0 30 Oct 2021
Pre-training Co-evolutionary Protein Representation via A Pairwise Masked Language Model Liang He Shizhuo Zhang Lijun Wu Huanhuan Xia Fusong Ju ... Jianwei Zhu Pan Deng Jia Zhang Tao Qin Tie-Yan Liu 125 32 0 29 Oct 2021
Learning Personal Food Preferences via Food Logs Embedding A. Metwally Ariel K. Leong Aman Desai Anvith Nagarjuna Dalia Perelman Michael P. Snyder 22 7 0 29 Oct 2021
Combining Vagueness Detection with Deep Learning to Identify Fake News Paul Guélorget B. Icard Guillaume Gadek Souhir Gahbiche-Braham S. Gatepaille G. Atemezing Paul Égré 54 10 0 27 Oct 2021
Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias William Thong Cees G. M. Snoek 80 15 0 27 Oct 2021
MEmoBERT: Pre-training Model with Prompt-based Learning for Multimodal Emotion Recognition Jinming Zhao Ruichen Li Qin Jin Xinchao Wang Haizhou Li 49 25 0 27 Oct 2021
Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text Lei Fang Jian-Guang Lou 62 4 0 26 Oct 2021
Task-Specific Dependency-based Word Embedding Methods Chengwei Wei Bin Wang C.-C. Jay Kuo 79 6 0 26 Oct 2021
Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios? Arij Riabi Benoît Sagot Djamé Seddah 88 15 0 26 Oct 2021
DeepHelp: Deep Learning for Shout Crisis Text Conversations D. Cahn AI4MH 56 1 0 25 Oct 2021
Understanding the World Through Action Sergey Levine SSL OffRL 68 20 0 24 Oct 2021
Contrastively Disentangled Sequential Variational Autoencoder M. Kiener Weiran Wang Michael Gerndt CoGe DRL 112 42 0 22 Oct 2021
Error-correcting neural networks for semi-Lagrangian advection in the level-set method Luis Ángel Larios-Cárdenas Frédéric Gibou 81 7 0 22 Oct 2021
Is High Variance Unavoidable in RL? A Case Study in Continuous Control Johan Bjorck Carla P. Gomes Kilian Q. Weinberger 92 24 0 21 Oct 2021
Multimodal Learning using Optimal Transport for Sarcasm and Humor Detection Shraman Pramanick A. Roy Vishal M. Patel 82 58 0 21 Oct 2021
Look at What I'm Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos Reuben Tan Bryan A. Plummer Kate Saenko Hailin Jin Bryan C. Russell SSL 94 27 0 20 Oct 2021
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training Ankur Bapna Yu-An Chung Na Wu Anmol Gulati Ye Jia J. Clark Melvin Johnson Jason Riesa Alexis Conneau Yu Zhang VLM 139 96 0 20 Oct 2021
LMSOC: An Approach for Socially Sensitive Pretraining Vivek Kulkarni Shubhanshu Mishra A. Haghighi 111 13 0 20 Oct 2021
Neural Medication Extraction: A Comparison of Recent Models in Supervised and Semi-supervised Learning Settings A. Kocabiyikoglu François Portet Raheel Qader Jean-Marc Babouchkine MedIm 67 5 0 19 Oct 2021
Importance Estimation from Multiple Perspectives for Keyphrase Extraction M. Song L. Jing Lin Xiao 90 32 0 19 Oct 2021
BERMo: What can BERT learn from ELMo? Sangamesh Kodge Kaushik Roy 65 3 0 18 Oct 2021
Self-Supervised Representation Learning: Introduction, Advances and Challenges Linus Ericsson Henry Gouk Chen Change Loy Timothy M. Hospedales SSL OOD AI4TS 96 281 0 18 Oct 2021
A Survey of Human Activity Recognition in Smart Homes Based on IoT Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep Learning Damien Bouchabou S. Nguyen Christopher Lohr Benoit Leduc Ioannis Kanellos 106 135 0 18 Oct 2021
Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research Ross Gruetzemacher D. Paradice 86 35 0 18 Oct 2021