v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
TABBIE: Pretrained Representations of Tabular Data H. Iida Dung Ngoc Thai Varun Manjunatha Mohit Iyyer LMTD SSL VLM 103 178 0 06 May 2021
Rethinking Search: Making Domain Experts out of Dilettantes Donald Metzler Yi Tay Dara Bahri Marc Najork LRM 110 47 0 05 May 2021
Evaluation Of Word Embeddings From Large-Scale French Web Content Hadi Abdine Christos Xypolopoulos Moussa Kamal Eddine Michalis Vazirgiannis 58 7 0 05 May 2021
Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media Youngseo Son Vasudha Varadarajan H. Andrew Schwartz 63 10 0 04 May 2021
SUPERB: Speech processing Universal PERformance Benchmark Shu-Wen Yang Po-Han Chi Yung-Sung Chuang Cheng-I Jeff Lai Kushal Lakhotia ... Shuyan Dong Shang-Wen Li Shinji Watanabe Abdel-rahman Mohamed Hung-yi Lee SSL 228 943 0 03 May 2021
Switching Contexts: Transportability Measures for NLP G. Marshall Mokanarangan Thayaparan P. Osborne André Freitas OT 37 1 0 03 May 2021
Billion-scale Pre-trained E-commerce Product Knowledge Graph Model Wen Zhang Chi-Man Wong Ganqiang Ye Bo Wen Wei Zhang Huajun Chen 63 24 0 02 May 2021
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding Shuai Peng Ke Yuan Liangcai Gao Zhi Tang AIMat 110 109 0 02 May 2021
PREDICT: Persian Reverse Dictionary Arman Malekzadeh Amin Gheibi Ali Mohades 99 7 0 01 May 2021
RATT: Leveraging Unlabeled Data to Guarantee Generalization Saurabh Garg Sivaraman Balakrishnan J. Zico Kolter Zachary Chase Lipton 94 30 0 01 May 2021
MRCBert: A Machine Reading ComprehensionApproach for Unsupervised Summarization Saurabh Jain Guokai Tang L. Chi 26 1 0 01 May 2021
A Deep Learning Framework for Lifelong Machine Learning Charles X. Ling Tanner A. Bohn CLL 39 5 0 01 May 2021
An analysis of full-size Russian complexly NER labelled corpus of Internet user reviews on the drugs based on deep learning and language neural nets A. Sboev S. Sboeva I. Moloshnikov A. Gryaznov R. Rybka A. Naumov A. Selivanov Gleb Rylkov Viacheslav Ilyin 40 3 0 30 Apr 2021
Let's Play Mono-Poly: BERT Can Reveal Words' Polysemy Level and Partitionability into Senses Aina Garí Soler Marianna Apidianaki MILM 284 70 0 29 Apr 2021
MAGMA: An Optimization Framework for Mapping Multiple DNNs on Multiple Accelerator Cores Sheng-Chun Kao T. Krishna 123 52 0 28 Apr 2021
Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction P. Su Yifan Peng K. Vijay-Shanker SSL 62 36 0 28 Apr 2021
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories Minjin Choi Sunkyung Lee Eunseong Choi Heesoo Park Junhyuk Lee Dongwon Lee Jongwuk Lee 56 103 0 28 Apr 2021
Shellcode_IA32: A Dataset for Automatic Shellcode Generation Pietro Liguori Erfan Al-Hossami Domenico Cotroneo R. Natella B. Cukic Samira Shaikh 111 29 0 27 Apr 2021
Teaching a Massive Open Online Course on Natural Language Processing Ekaterina Artemova M. Apishev V. Sarkisyan Sergey Aksenov D. Kirjanov O. Serikov VLM 47 4 0 26 Apr 2021
Non-Parametric Few-Shot Learning for Word Sense Disambiguation Howard Chen Mengzhou Xia Danqi Chen 78 13 0 26 Apr 2021
Contextualized Keyword Representations for Multi-modal Retinal Image Captioning Jia-Hong Huang Ting-Wei Wu Marcel Worring MedIm 125 27 0 26 Apr 2021
GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization Jia-Hong Huang L. Murn M. Mrak Marcel Worring ViT 152 37 0 26 Apr 2021
Explore BiLSTM-CRF-Based Models for Open Relation Extraction Tao Ni Qing Wang Gabriela Ferraro 78 4 0 26 Apr 2021
Open Intent Discovery through Unsupervised Semantic Clustering and Dependency Parsing Pengfei Liu Youzhang Ning King Keung Wu Kun Li Helen Meng 39 19 0 25 Apr 2021
Evaluating Deception Detection Model Robustness To Linguistic Variation M. Glenski Ellyn Ayton Robin Cosbey Dustin L. Arendt Svitlana Volkova AAML 51 0 0 23 Apr 2021
Skeletor: Skeletal Transformers for Robust Body-Pose Estimation Tao Jiang Necati Cihan Camgöz Richard Bowden ViT 74 39 0 23 Apr 2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech Solène Evain H. Nguyen Hang Le Marcely Zanon Boito Salima Mdhaffar ... François Portet Solange Rossato Fabien Ringeval D. Schwab Laurent Besacier SSL 119 70 0 23 Apr 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 152 15 0 23 Apr 2021
Enriched Attention for Robust Relation Extraction Heike Adel Jannik Strötgen 52 3 0 22 Apr 2021
Low Anisotropy Sense Retrofitting (LASeR) : Towards Isotropic and Sense Enriched Representations Geetanjali Bihani Julia Taylor Rayz 68 13 0 22 Apr 2021
A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP Munazza Zaib Quan Z. Sheng W. Zhang 77 72 0 22 Apr 2021
Comprehensive Multi-Modal Interactions for Referring Image Segmentation Kanishk Jain Vineet Gandhi 78 19 0 21 Apr 2021
Improving Biomedical Pretrained Language Models with Knowledge Zheng Yuan Yijia Liu Chuanqi Tan Songfang Huang Fei Huang 73 92 0 21 Apr 2021
Sensitivity as a Complexity Measure for Sequence Classification Tasks Michael Hahn Dan Jurafsky Richard Futrell 204 22 0 21 Apr 2021
Novel Aficionados and Doppelgängers: a referential task for semantic representations of individual entities Andrea Bruera Aurélie Herbelot 34 1 0 20 Apr 2021
Understanding Synonymous Referring Expressions via Contrastive Features Yi-Wen Chen Yi-Hsuan Tsai Ming-Hsuan Yang ObjD 82 4 0 20 Apr 2021
Enhancing Cognitive Models of Emotions with Representation Learning Yuting Guo Jinho Choi 48 5 0 20 Apr 2021
Detector-Free Weakly Supervised Grounding by Separation Assaf Arbelle Sivan Doveh Amit Alfassy J. Shtok Guy Lev ... Kate Saenko S. Ullman Raja Giryes Rogerio Feris Leonid Karlinsky 92 24 0 20 Apr 2021
skweak: Weak Supervision Made Easy for NLP Pierre Lison Jeremy Barnes A. Hubin 66 44 0 19 Apr 2021
Operationalizing a National Digital Library: The Case for a Norwegian Transformer Model P. Kummervold Javier de la Rosa Freddy Wetjen Svein Arne Brygfjeld 107 56 0 19 Apr 2021
ELECTRAMed: a new pre-trained language representation model for biomedical NLP Giacomo Miolo Giulio Mantoan C. Orsenigo 132 24 0 19 Apr 2021
Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning Daniel Garcia Bernal Lodovico Giaretta Sarunas Girdzijauskas Magnus Sahlgren FedML 108 4 0 19 Apr 2021
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems Anish Acharya Suranjit Adhikari Sanchit Agarwal Vincent Auvray Nehal Belgamwar ... Vittorio Perera Abhishek Sethi Minmin Shen N. Strom Eddie Wang 76 22 0 19 Apr 2021
IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in Transformers Karthik Puranik Adeep Hande R. Priyadharshini Sajeetha Thavareesan Bharathi Raja Chakravarthi 81 59 0 19 Apr 2021
BigGreen at SemEval-2021 Task 1: Lexical Complexity Prediction with Assembly Models A. Islam Weicheng Ma Soroush Vosoughi 52 4 0 19 Apr 2021
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction Federico Bianchi C. Greco Jacopo Tagliabue 80 9 0 18 Apr 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 478 1,200 0 18 Apr 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 206 756 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 921 4,129 0 18 Apr 2021
Rethinking Network Pruning -- under the Pre-train and Fine-tune Paradigm Dongkuan Xu Ian En-Hsu Yen Jinxi Zhao Zhibin Xiao VLM AAML 107 59 0 18 Apr 2021