v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models Mengxi Wei Yifan He Qiong Zhang VLM 50 41 0 22 May 2020
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction L. Rasmy Yang Xiang Z. Xie Cui Tao Degui Zhi AI4MH LM&MA 129 705 0 22 May 2020
Stochastic Optimization with Heavy-Tailed Noise via Accelerated Gradient Clipping Eduard A. Gorbunov Marina Danilova Alexander Gasnikov 94 123 0 21 May 2020
Fluent Response Generation for Conversational Question Answering Ashutosh Baheti Alan Ritter Kevin Small 90 29 0 21 May 2020
Stance Prediction and Claim Verification: An Arabic Perspective Jude Khouja 73 62 0 21 May 2020
Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models Dan Iter Kelvin Guu L. Lansing Dan Jurafsky 96 78 0 20 May 2020
Leveraging Graph to Improve Abstractive Multi-Document Summarization Wei Li Xinyan Xiao Jiachen Liu Hua Wu Haifeng Wang Junping Du 92 136 0 20 May 2020
Graph-based, Self-Supervised Program Repair from Diagnostic Feedback Michihiro Yasunaga Percy Liang LRM 140 176 0 20 May 2020
Cross-lingual Approaches for Task-specific Dialogue Act Recognition Jivrí Martínek Christophe Cerisara Pavel Král Ladislav Lenc 20 0 0 19 May 2020
The Effect of Moderation on Online Mental Health Conversations David Wadden Tal August Qisheng Li Tim Althoff AI4MH 72 46 0 19 May 2020
Contextual Embeddings: When Are They Worth It? Simran Arora Avner May Jian Zhang Christopher Ré 65 62 0 18 May 2020
Are All Languages Created Equal in Multilingual BERT? Shijie Wu Mark Dredze 105 326 0 18 May 2020
P-SIF: Document Embeddings Using Partition Averaging Vivek Gupta A. Saw Pegah Nokhiz Praneeth Netrapalli Piyush Rai Partha P. Talukdar 57 25 0 18 May 2020
Audio ALBERT: A Lite BERT for Self-supervised Learning of Audio Representation Po-Han Chi Pei-Hung Chung Tsung-Han Wu Chun-Cheng Hsieh Yen-Hao Chen Shang-Wen Li Hung-yi Lee SSL 101 148 0 18 May 2020
Text Classification with Few Examples using Controlled Generalization A. Mahabal Jason Baldridge Burcu Karagol Ayan Vincent Perot Dan Roth OOD AI4CE 69 11 0 18 May 2020
Vector-Quantized Autoregressive Predictive Coding Yu-An Chung Hao Tang James R. Glass SSL 68 115 0 17 May 2020
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data Pengcheng Yin Graham Neubig Wen-tau Yih Sebastian Riedel RALM LMTD 174 610 0 17 May 2020
Support-BERT: Predicting Quality of Question-Answer Pairs in MSDN using Deep Bidirectional Transformer Bhaskar Sen Nikhil Gopal Xinwei Xue OOD 35 10 0 17 May 2020
SPot: A tool for identifying operating segments in financial tables Zhiqiang Ma Steven Pomerville Mingyang Di Armineh Nourbakhsh 12 6 0 17 May 2020
CS-NLP team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task Sirwe Saeedi Ali (Aliakbar) Panahi Seyran Saeedi A. Fong ReLM ELM LRM 78 12 0 17 May 2020
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation Won Ik Cho Donghyun Kwak J. Yoon N. Kim 84 26 0 17 May 2020
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce Juntao Li Chang Liu Jian Wang Lidong Bing Hongsong Li Xiaozhong Liu Dongyan Zhao Rui Yan 48 12 0 17 May 2020
Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages Tyler A. Chang Anna N. Rafferty 74 2 0 17 May 2020
Semi-Automating Knowledge Base Construction for Cancer Genetics Somin Wadhwa K. Yin K. Hughes Byron C. Wallace 118 0 0 17 May 2020
RPD: A Distance Function Between Word Embeddings Xuhui Zhou Zaixiang Zheng Shujian Huang 48 3 0 16 May 2020
Learning Probabilistic Sentence Representations from Paraphrases Mingda Chen Kevin Gimpel 32 2 0 16 May 2020
Rethinking and Improving Natural Language Generation with Layer-Wise Multi-View Decoding Fenglin Liu Xuancheng Ren Guangxiang Zhao Chenyu You Xuewei Ma Xian Wu Xu Sun 107 2 0 16 May 2020
KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT Saja Khaled Tawalbeh Mahmoud M. Hammad Mohammad Al-Smadi 50 12 0 15 May 2020
A Scientific Information Extraction Dataset for Nature Inspired Engineering Ruben Kruiper J. Vincent Jessica Chen-Burger M. Desmulliez Ioannis Konstas 73 6 0 15 May 2020
In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts Ruben Kruiper J. Vincent Jessica Chen-Burger M. Desmulliez Ioannis Konstas 71 21 0 15 May 2020
Cross-lingual Transfer of Sentiment Classifiers Marko Robnik-Šikonja Kristjan Reba I. Mozetič 42 6 0 15 May 2020
NAT: Noise-Aware Training for Robust Neural Sequence Labeling Marcin Namysl Sven Behnke Joachim Kohler NoLa 45 15 0 14 May 2020
Named Entity Recognition as Dependency Parsing Juntao Yu Bernd Bohnet Massimo Poesio 111 423 0 14 May 2020
An Efficient Shared-memory Parallel Sinkhorn-Knopp Algorithm to Compute the Word Mover's Distance Jesmin Jahan Tithi Fabrizio Petrini 39 4 0 14 May 2020
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding Xinya Du Claire Cardie 69 101 0 13 May 2020
Deep Learning for Political Science Kakia Chatsiou Slava Jankin AI4CE 75 13 0 13 May 2020
A Mixture of $h-1$ Heads is Better than $h$ Heads Hao Peng Roy Schwartz Dianqi Li Noah A. Smith MoE 76 33 0 13 May 2020
The Unstoppable Rise of Computational Linguistics in Deep Learning James Henderson AI4CE 84 28 0 13 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 117 63 0 13 May 2020
MLSolv-A: A Novel Machine Learning-Based Prediction of Solvation Free Energies from Pairwise Atomistic Interactions Hyuntae Lim YounJoon Jung 60 37 0 13 May 2020
Automated Extraction of Socio-political Events from News (AESPEN): Workshop and Shared Task Report Ali Hürriyetoǧlu Vanni Zavarella Hristo Tanev E. Yoruk Ali Safaya Osman Mutlu 50 31 0 12 May 2020
MOReL : Model-Based Offline Reinforcement Learning Rahul Kidambi Aravind Rajeswaran Praneeth Netrapalli Thorsten Joachims OffRL 166 679 0 12 May 2020
A Report on the 2020 Sarcasm Detection Shared Task Debanjan Ghosh Avijit Vajpayee Smaranda Muresan 66 61 0 12 May 2020
Do not let the history haunt you -- Mitigating Compounding Errors in Conversational Question Answering Angrosh Mandya James OÑeill Danushka Bollegala Frans Coenen 39 8 0 12 May 2020
Dynamic Memory Induction Networks for Few-Shot Text Classification Ruiying Geng Binhua Li Yongbin Li Jian Sun Xiao-Dan Zhu 56 79 0 12 May 2020
On the Robustness of Language Encoders against Grammatical Errors Fan Yin Quanyu Long Tao Meng Kai-Wei Chang 83 35 0 12 May 2020
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis Hao Tian Can Gao Xinyan Xiao Hao Liu Bolei He Hua Wu Haifeng Wang Feng Wu 91 237 0 12 May 2020
Neural Polysynthetic Language Modelling Lane Schwartz Francis M. Tyers Lori S. Levin Christo Kirov Patrick Littell ... Vasilisa Andriyanets Aldrian Obaja Muis Naoki Otani J. Park Zhisong Zhang 73 24 0 11 May 2020
A Deep Learning Approach for Automatic Detection of Fake News Tanik Saikh Arkadipta De Asif Ekbal P. Bhattacharyya 59 34 0 11 May 2020
schuBERT: Optimizing Elements of BERT A. Khetan Zohar Karnin 93 30 0 09 May 2020