Learned in Translation: Contextualized Word Vectors

1 August 2017

Papers citing "Learned in Translation: Contextualized Word Vectors"

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Title
Simple and Effective Paraphrastic Similarity from Parallel Translations John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 14 49 0 30 Sep 2019
Integrated Triaging for Fast Reading Comprehension Felix Wu Boyi Li Lequn Wang Ni Lao John Blitzer Kilian Q. Weinberger 11 3 0 28 Sep 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 53 6,370 0 26 Sep 2019
Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification Jianming Zheng Fei Cai Honghui Chen Maarten de Rijke 17 21 0 26 Sep 2019
Cross-Lingual Natural Language Generation via Pre-Training Zewen Chi Li Dong Furu Wei Wenhui Wang Xian-Ling Mao Heyan Huang 19 136 0 23 Sep 2019
Improving Natural Language Inference with a Pretrained Parser D. Pang Lucy H. Lin Noah A. Smith 17 14 0 18 Sep 2019
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 245 1,817 0 17 Sep 2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing Yuxuan Wang Wanxiang Che Jiang Guo Yijia Liu Ting Liu 11 118 0 15 Sep 2019
Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting Yi Zhang Tao Ge Furu Wei Ming Zhou Xu Sun 12 19 0 13 Sep 2019
Retrofitting Contextualized Word Embeddings with Paraphrases Weijia Shi Muhao Chen Pei Zhou Kai-Wei Chang 6 28 0 12 Sep 2019
UER: An Open-Source Toolkit for Pre-training Models Zhe Zhao Hui Chen Jinbin Zhang Xin Zhao Tao Liu Wei Lu Xi Chen Haotang Deng Qi Ju Xiaoyong Du 23 112 0 12 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann L. Varshney Caiming Xiong R. Socher AI4CE 46 1,232 0 11 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 226 656 0 09 Sep 2019
Conditional Text Generation for Harmonious Human-Machine Interaction Bin Guo Hao Wang Yasan Ding Wei Wu Shaoyang Hao Yueqi Sun Zhiwen Yu 21 4 0 08 Sep 2019
Pretrained AI Models: Performativity, Mobility, and Change L. Varshney N. Keskar R. Socher 16 20 0 07 Sep 2019
Show Your Work: Improved Reporting of Experimental Results Jesse Dodge Suchin Gururangan Dallas Card Roy Schwartz Noah A. Smith 14 249 0 06 Sep 2019
Distributionally Robust Language Modeling Yonatan Oren Shiori Sagawa Tatsunori B. Hashimoto Percy Liang OOD 6 167 0 04 Sep 2019
Trouble on the Horizon: Forecasting the Derailment of Online Conversations as they Develop Jonathan P. Chang Cristian Danescu-Niculescu-Mizil 8 59 0 03 Sep 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks Haoyang Huang Yaobo Liang Nan Duan Ming Gong Linjun Shou Daxin Jiang M. Zhou 23 230 0 03 Sep 2019
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation Aditya Siddhant Melvin Johnson Henry Tsai N. Arivazhagan Jason Riesa Ankur Bapna Orhan Firat Karthik Raman 24 70 0 01 Sep 2019
QuASE: Question-Answer Driven Sentence Encoding Hangfeng He Qiang Ning Dan Roth 14 1 0 01 Sep 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations Mingda Chen Zewei Chu Kevin Gimpel 17 46 0 31 Aug 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations Mingda Chen Zewei Chu Yang Chen K. Stratos Kevin Gimpel 11 12 0 31 Aug 2019
Memorizing All for Implicit Discourse Relation Recognition Hongxiao Bai Hai Zhao Junhan Zhao 11 10 0 29 Aug 2019
Shallow Syntax in Deep Water Swabha Swayamdipta Matthew E. Peters Brendan Roof Chris Dyer Noah A. Smith 12 10 0 29 Aug 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks Zi-Yi Dou Keyi Yu Antonios Anastasopoulos 6 126 0 27 Aug 2019
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models Dogu Araci AIFin 10 623 0 27 Aug 2019
On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression Genta Indra Winata Andrea Madotto Jamin Shin Elham J. Barezi Pascale Fung 16 28 0 27 Aug 2019
Non-local Recurrent Neural Memory for Supervised Sequence Modeling Canmiao Fu Wenjie Pei Qiong Cao Chaopeng Zhang Yong Zhao Xiaoyong Shen Yu-Wing Tai 16 11 0 26 Aug 2019
Patient Knowledge Distillation for BERT Model Compression S. Sun Yu Cheng Zhe Gan Jingjing Liu 28 826 0 25 Aug 2019
Adversarial Domain Adaptation for Machine Reading Comprehension Huazheng Wang Zhe Gan Xiaodong Liu Jingjing Liu Jianfeng Gao Hongning Wang 23 63 0 24 Aug 2019
BERT for Coreference Resolution: Baselines and Analysis Mandar Joshi Omer Levy Daniel S. Weld Luke Zettlemoyer 7 320 0 24 Aug 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation Liang Wang Wei-Ye Zhao Ruoyu Jia Sujian Li Jingming Liu VLM AI4CE 34 37 0 22 Aug 2019
Encoder-Agnostic Adaptation for Conditional Language Generation Zachary M. Ziegler Luke Melas-Kyriazi Sebastian Gehrmann Alexander M. Rush AI4CE 11 57 0 19 Aug 2019
Visualizing and Understanding the Effectiveness of BERT Y. Hao Li Dong Furu Wei Ke Xu 22 181 0 15 Aug 2019
Raw-to-End Name Entity Recognition in Social Media Liyuan Liu Zihan Wang Jingbo Shang Dandong Yin Heng Ji Xiang Ren Shaowen Wang Jiawei Han 8 3 0 14 Aug 2019
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding Wei Wang Bin Bi Ming Yan Chen Henry Wu Zuyi Bao Jiangnan Xia Liwei Peng Luo Si 12 260 0 13 Aug 2019
Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations Chanatip Saetia E. Chuangsuwanich Tawunrat Chalothorn P. Vateekul 15 5 0 04 Aug 2019
Representation Degeneration Problem in Training Natural Language Generation Models Jun Gao Di He Xu Tan Tao Qin Liwei Wang Tie-Yan Liu 8 263 0 28 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 82 23,856 0 26 Jul 2019
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models Boyuan Pan Yazheng Yang Hao Li Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 11 18 0 23 Jul 2019
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference Boyuan Pan Yazheng Yang Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 11 33 0 23 Jul 2019
To Tune or Not To Tune? How About the Best of Both Worlds? Ran A. Wang Haibo Su Chunye Wang Kailin Ji J. Ding VLM 25 17 0 09 Jul 2019
A Comparative Analysis of Knowledge-Intensive and Data-Intensive Semantic Parsers Junjie Cao Zi-yu Lin Weiwei SUN Xiaojun Wan 6 1 0 04 Jul 2019
Neural Machine Reading Comprehension: Methods and Trends Kaixuan Li Xiujuan Xian Sheng Zhang Jiafu Wang N. Yu FaML 17 12 0 02 Jul 2019
Latent Variable Sentiment Grammar Liwen Zhang Kewei Tu Yue Zhang 17 5 0 29 Jun 2019
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks Mihir Kale Aditya Siddhant Sreyashi Nag R. Parik Matthias Grabmair A. Tomasic SSL 13 5 0 28 Jun 2019
A Neural-based Program Decompiler Cheng Fu Huili Chen Haolan Liu Xinyun Chen Yuandong Tian F. Koushanfar Jishen Zhao 14 3 0 28 Jun 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 8 8,340 0 19 Jun 2019
A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning Gonçalo M. Correia André F. T. Martins 11 42 0 14 Jun 2019