v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Resolving Gendered Ambiguous Pronouns with BERT Kellie Webster Marta Recasens Ken Krige Vera Axelrod Denis Logvinenko Jason Baldridge 107 54 0 03 Jun 2019
Assessing the Ability of Self-Attention Networks to Learn Word Order Baosong Yang Longyue Wang Derek F. Wong Lidia S. Chao Zhaopeng Tu 75 32 0 03 Jun 2019
Global Textual Relation Embedding for Relational Understanding Zhiyu Zoey Chen Hanwen Zha Honglei Liu Wenhu Chen Xifeng Yan Yu-Chuan Su NAI 38 4 0 03 Jun 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 115 84 0 02 Jun 2019
Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation Cunxiang Wang Shuailong Liang Yue Zhang Xiaonan Li Tian Gao LRM 90 111 0 02 Jun 2019
Pre-training of Graph Augmented Transformers for Medication Recommendation Junyuan Shang Tengfei Ma Cao Xiao Jimeng Sun 94 291 0 02 Jun 2019
Latent Retrieval for Weakly Supervised Open Domain Question Answering Kenton Lee Ming-Wei Chang Kristina Toutanova RALM 121 1,020 0 01 Jun 2019
Quantitative Overfitting Management for Human-in-the-loop ML Application Development with ease.ml/meter F. Hubis Wentao Wu Ce Zhang 42 6 0 01 Jun 2019
How to best use Syntax in Semantic Role Labelling Yufei Wang Mark Johnson Stephen Wan Yifang Sun Wei Wang 54 26 0 01 Jun 2019
Efficient Adaptation of Pretrained Transformers for Abstractive Summarization Andrew Hoang Antoine Bosselut Asli Celikyilmaz Yejin Choi 76 41 0 01 Jun 2019
Pre-Training Graph Neural Networks for Generic Structural Feature Extraction Ziniu Hu Changjun Fan Ting-Li Chen Kai-Wei Chang Yizhou Sun 63 44 0 31 May 2019
Attention Is (not) All You Need for Commonsense Reasoning T. Klein Moin Nabi LRM 79 37 0 31 May 2019
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension Alon Talmor Jonathan Berant 106 173 0 31 May 2019
Audio Caption in a Car Setting with a Sentence-Level Loss Xuenan Xu Heinrich Dinkel Mengyue Wu Kai Yu 24 2 0 31 May 2019
Constructive Type-Logical Supertagging with Self-Attention Networks Konstantinos Kogkalidis M. Moortgat Tejaswini Deoskar NAI 17 15 0 31 May 2019
Improving Open Information Extraction via Iterative Rank-Aware Learning Zhengbao Jiang Pengcheng Yin Graham Neubig 58 11 0 31 May 2019
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning Tahira Naseem Abhishek Shah Hui Wan Radu Florian Salim Roukos Miguel Ballesteros 80 59 0 31 May 2019
A Lightweight Recurrent Network for Sequence Modeling Biao Zhang Rico Sennrich 58 7 0 30 May 2019
Neural Entropic Estimation: A faster path to mutual information estimation Chung Chan Ali Al-Bashabsheh Hingpang Huang Michael Lim D. Tam Chao Zhao 59 22 0 30 May 2019
A Compare-Aggregate Model with Latent Clustering for Answer Selection Seunghyun Yoon Franck Dernoncourt Doo Soon Kim Trung Bui Kyomin Jung 72 69 0 30 May 2019
Adapting Text Embeddings for Causal Inference Victor Veitch Dhanya Sridhar David M. Blei CML 61 21 0 29 May 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 149 1,035 0 29 May 2019
Towards better substitution-based word sense induction Asaf Amrami Yoav Goldberg 100 40 0 29 May 2019
Regularization Advantages of Multilingual Neural Language Models for Low Resource Domains Navid Rekabsaz Nikolaos Pappas James Henderson B. K. Khonglah S. Madikeri 46 1 0 29 May 2019
TMLab SRPOL at SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums P. Niewinski A. Wawer M. Pszona M. Janicka KELM 52 5 0 29 May 2019
Learning Task-specific Representation for Novel Words in Sequence Labeling Minlong Peng Qi Zhang Xiaoyu Xing Tao Gui Jinlan Fu Xuanjing Huang 70 8 0 29 May 2019
Strategies for Pre-training Graph Neural Networks Weihua Hu Bowen Liu Joseph Gomes Marinka Zitnik Percy Liang Vijay S. Pande J. Leskovec SSL AI4CE 133 1,423 0 29 May 2019
On Variational Learning of Controllable Representations for Text without Supervision Peng Xu Jackie C.K. Cheung Yanshuai Cao SSL DRL 70 9 0 28 May 2019
A Cross-Domain Transferable Neural Coherence Model Peng Xu H. Saghir Jin Sung Kang Teng Long A. Bose Yanshuai Cao Jackie C.K. Cheung 109 46 0 28 May 2019
Why gradient clipping accelerates training: A theoretical justification for adaptivity J.N. Zhang Tianxing He S. Sra Ali Jadbabaie 88 470 0 28 May 2019
Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) Mariya Toneva Leila Wehbe MILM AI4CE 106 234 0 28 May 2019
DSReg: Using Distant Supervision as a Regularizer Yuxian Meng Muyu Li Xiaoya Li Wei Wu Jiwei Li 73 3 0 28 May 2019
XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering Jasdeep Singh Bryan McCann N. Keskar Caiming Xiong R. Socher ELM 81 81 0 27 May 2019
Using Neural Networks for Relation Extraction from Biomedical Literature Diana Sousa Andre Lamurias Francisco M. Couto 59 12 0 27 May 2019
QuesNet: A Unified Representation for Heterogeneous Test Questions Yu Yin Qi Liu Zhenya Huang Enhong Chen Wei Tong Shijin Wang Yu-Ho Su 28 47 0 27 May 2019
Extreme Multi-Label Legal Text Classification: A case study in EU Legislation Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Nikolaos Aletras Ion Androutsopoulos AILaw 73 75 0 26 May 2019
Where's My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution Yanai Elazar Yoav Goldberg 108 23 0 26 May 2019
Evaluation of basic modules for isolated spelling error correction in Polish texts Szymon Rutkowski 20 0 0 26 May 2019
TACAM: Topic And Context Aware Argument Mining Michael Fromm Evgeniy Faerman T. Seidl 75 25 0 26 May 2019
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark Nikita Nangia Samuel R. Bowman ELM ALM 84 76 0 24 May 2019
Incorporating Context and External Knowledge for Pronoun Coreference Resolution Hongming Zhang Yan Song Yangqiu Song 65 31 0 24 May 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 390 1,563 0 24 May 2019
Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor Malvina Nissim Rik van Noord Rob van der Goot FaML 90 103 0 23 May 2019
Misspelling Oblivious Word Embeddings Bora Edizel Aleksandra Piktus Piotr Bojanowski Rui A. Ferreira Edouard Grave Fabrizio Silvestri 74 64 0 23 May 2019
An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese Enkhbold Bataa Joshua Wu 78 33 0 23 May 2019
AMSI-Based Detection of Malicious PowerShell Code Using Contextual Embeddings Amir Rubin Shay Kels Danny Hendler 57 2 0 23 May 2019
Deeper Text Understanding for IR with Contextual Neural Language Modeling Zhuyun Dai Jamie Callan 78 449 0 22 May 2019
Retrieving Multi-Entity Associations: An Evaluation of Combination Modes for Word Embeddings Gloria Feher Andreas Spitz Michael Gertz 8 0 0 22 May 2019
Sample Efficient Text Summarization Using a Single Pre-Trained Transformer Urvashi Khandelwal Kevin Clark Dan Jurafsky Lukasz Kaiser 92 80 0 21 May 2019
Why Machines Cannot Learn Mathematics, Yet André Greiner-Petter Terry Ruas M. Schubotz Akiko Aizawa W. Grosky Bela Gipp 41 8 0 20 May 2019