v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,510 papers shown

Title
Neural Modeling for Named Entities and Morphology (NEMO^2) Dan Bareket Reut Tsarfaty 82 32 0 30 Jul 2020
Artificial Intelligence in the Battle against Coronavirus (COVID-19): A Survey and Future Research Directions Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen Samuel Yang Peter W. Eklund Thien Huynh-The Thanh Tam Nguyen Quoc-Viet Pham Imran Razzak Edbert B. Hsu 99 192 0 30 Jul 2020
Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes Arthur D. Reys Danilo Silva Daniel de Souza Severo Saulo D. S. Pedro Marcia M. de Souza e Sá Guilherme A. C. Salgado 41 12 0 29 Jul 2020
Measuring prominence of scientific work in online news as a proxy for impact James Ravenscroft A. Clare Maria Liakata 26 0 0 28 Jul 2020
TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling Shuai Zhang Peng Zhang Xindian Ma Junqiu Wei Ning Wang Qun Liu 48 5 0 28 Jul 2020
Large Scale Subject Category Classification of Scholarly Papers with Deep Attentive Neural Networks Bharath Kandimalla Shaurya Rohatgi Jian Wu C. Lee Giles 74 33 0 27 Jul 2020
Detecting Transaction-based Tax Evasion Activities on Social Media Platforms Using Multi-modal Deep Neural Networks Lelin Zhang Xi Nan Eva Huang Sidong Liu 23 3 0 27 Jul 2020
Decomposing Generation Networks with Structure Prediction for Recipe Generation Hao Wang Guosheng Lin Guosheng Lin Chunyan Miao 42 1 0 27 Jul 2020
NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text Classification I. Dimov V. Korzun I. Smurov 19 5 0 25 Jul 2020
Named entity recognition in chemical patents using ensemble of contextual language models J. Copara Nona Naderi J. Knafou Patrick Ruch Douglas Teodoro 73 23 0 24 Jul 2020
MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning Aina Garí Soler Marianna Apidianaki 43 4 0 24 Jul 2020
Word Embeddings: Stability and Semantic Change Lucas Rettenmeier BDL 44 1 0 23 Jul 2020
Deep Learning based, end-to-end metaphor detection in Greek language with Recurrent and Convolutional Neural Networks K. Perifanos E. Florou D. Goutsos ObjD 16 0 0 23 Jul 2020
Clustering of Social Media Messages for Humanitarian Aid Response during Crisis Swati Padhee T. K. Saha Joel R. Tetreault A. Jaimes 42 6 0 23 Jul 2020
SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection Dominik Schlechtweg Barbara McGillivray Simon Hengchen Haim Dubossarsky Nina Tahmasebi 285 242 0 22 Jul 2020
Better Early than Late: Fusing Topics with Word Embeddings for Neural Question Paraphrase Identification Nicole Peinelt Dong Nguyen Maria Liakata 101 2 0 22 Jul 2020
CS-NET at SemEval-2020 Task 4: Siamese BERT for ComVE S. Dash Sandeep K. Routray P. Varshney Ashutosh Modi 63 3 0 21 Jul 2020
IITK at SemEval-2020 Task 10: Transformers for Emphasis Selection Vipul Singhal Sahil Dhull Rishabh Agarwal Ashutosh Modi 68 6 0 21 Jul 2020
PanRep: Graph neural networks for extracting universal node embeddings in heterogeneous graphs V. Ioannidis Da Zheng George Karypis SSL 32 4 0 20 Jul 2020
Morphological Skip-Gram: Using morphological knowledge to improve word representation F. Santos Hendrik T. Macedo T. Bispo Cleber Zanchettin 58 1 0 20 Jul 2020
Mono vs Multilingual Transformer-based Models: a Comparison across Several Language Tasks Diego de Vargas Feijó V. Moreira MILM 33 7 0 19 Jul 2020
Multi-Stage Influence Function Hongge Chen Si Si Yongqian Li Ciprian Chelba Sanjiv Kumar Duane S. Boning Cho-Jui Hsieh TDI 79 17 0 17 Jul 2020
Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations Benjamin Schloss Sandeep Konam 73 23 0 17 Jul 2020
EZLDA: Efficient and Scalable LDA on GPUs Shilong Wang Hang Liu Anil Gaihre Hengyong Yu 50 1 0 17 Jul 2020
Deep Learning in Protein Structural Modeling and Design Wenhao Gao S. Mahajan Jeremias Sulam Jeffrey J. Gray 89 161 0 16 Jul 2020
Towards Debiasing Sentence Representations Paul Pu Liang Irene Li Emily Zheng Y. Lim Ruslan Salakhutdinov Louis-Philippe Morency 120 241 0 16 Jul 2020
Fine-Tune Longformer for Jointly Predicting Rumor Stance and Veracity Anant Khandelwal 100 22 0 15 Jul 2020
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking Platform Jimin Wang Yingjie Hu 25 16 0 15 Jul 2020
CoreGen: Contextualized Code Representation Learning for Commit Message Generation L. Nie Cuiyun Gao Zhicong Zhong Wai Lam Yang Liu Zenglin Xu 89 50 0 14 Jul 2020
What's in a Name? Are BERT Named Entity Representations just as Good for any other Name? S. Balasubramanian Naman Jain G. Jindal Abhijeet Awasthi Sunita Sarawagi OOD 129 26 0 14 Jul 2020
Can neural networks acquire a structural bias from raw linguistic data? Alex Warstadt Samuel R. Bowman AI4CE 62 54 0 14 Jul 2020
An Enhanced Text Classification to Explore Health based Indian Government Policy Tweets Aarzoo Dhiman Durga Toshniwal 13 1 0 13 Jul 2020
Rewiring the Transformer with Depth-Wise LSTMs Hongfei Xu Yang Song Qiuhui Liu Josef van Genabith Deyi Xiong 76 6 0 13 Jul 2020
ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing Ahmed Elnaggar M. Heinzinger Christian Dallago Ghalia Rehawi Yu Wang ... Tamas B. Fehér Christoph Angerer Martin Steinegger D. Bhowmik B. Rost DRL 97 970 0 13 Jul 2020
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech Andy T. Liu Shang-Wen Li Hung-yi Lee SSL 185 362 0 12 Jul 2020
To BAN or not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection Kristian Miok Blaž Škrlj D. Zaharie Marko Robnik-Šikonja 98 43 0 10 Jul 2020
Contrastive Code Representation Learning Paras Jain Ajay Jain Tianjun Zhang Pieter Abbeel Joseph E. Gonzalez Ion Stoica SSL DRL 147 152 0 09 Jul 2020
Learning to Reweight with Deep Interactions Yang Fan Yingce Xia Lijun Wu Shufang Xie Weiqing Liu Jiang Bian Tao Qin Xiang-Yang Li 88 9 0 09 Jul 2020
Learning Over-Parametrized Two-Layer ReLU Neural Networks beyond NTK Yuanzhi Li Tengyu Ma Hongyang R. Zhang MLT 95 27 0 09 Jul 2020
Learning Neural Textual Representations for Citation Recommendation Binh Thanh Kieu Inigo Jauregi Unanue S. Pham H. X. Phan Massimo Piccardi 27 5 0 08 Jul 2020
Targeting the Benchmark: On Methodology in Current Natural Language Processing Research David Schlangen 76 58 0 07 Jul 2020
Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature Jongjin Park CLL 74 16 0 07 Jul 2020
Structured (De)composable Representations Trained with Neural Networks Graham Spinks Marie-Francine Moens OCL 39 1 0 07 Jul 2020
Pre-Trained Models for Heterogeneous Information Networks Yang Fang Xiang Zhao Yifan Chen W. Xiao Maarten de Rijke SSL 58 1 0 07 Jul 2020
Deep Contextual Embeddings for Address Classification in E-commerce Shreyas Mangalgi Lakshya Kumar Ravindra Babu Tallamraju 37 8 0 06 Jul 2020
Learning Spoken Language Representations with Neural Lattice Language Modeling Chao-Wei Huang Yun-Nung Vivian 48 10 0 06 Jul 2020
LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation using Pretraining Language Model Shilei Liu Yu Guo Bochao Li Feiliang Ren LRM 83 4 0 06 Jul 2020
Deep Learning for Anomaly Detection: A Review Guansong Pang Chunhua Shen LongBing Cao Anton Van Den Hengel 202 951 0 06 Jul 2020
Coronavirus Knowledge Graph: A Case Study Chongyan Chen Islam Akef Ebeid Yi Bu Ying Ding 43 21 0 04 Jul 2020
MIRA: Leveraging Multi-Intention Co-click Information in Web-scale Document Retrieval using Deep Neural Networks Yusi Zhang Chuanjie Liu Angen Luo Hui Xue Xuan Shan Y. Luo Yiqian Xia Yuanchi Yan Haidong Wang 98 6 0 03 Jul 2020