Learned in Translation: Contextualized Word Vectors

1 August 2017

Papers citing "Learned in Translation: Contextualized Word Vectors"

50 / 395 papers shown

Title
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers Haoyu Wang Ming Tan Mo Yu Shiyu Chang Dakuo Wang Kun Xu Xiaoxiao Guo Saloni Potdar ViT 13 4 0 04 Feb 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 17 4,235 0 02 Feb 2019
Towards Controlled Transformation of Sentiment in Sentences Wouter Leeftink Gerasimos Spanakis 11 11 0 31 Jan 2019
Unsupervised speech representation learning using WaveNet autoencoders J. Chorowski Ron J. Weiss Samy Bengio Aaron van den Oord SSL 12 318 0 25 Jan 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 23 5,511 0 25 Jan 2019
Multi-turn Inference Matching Network for Natural Language Inference Chunhua Liu Shan Jiang Hainan Yu Dong Yu 17 9 0 08 Jan 2019
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering Victor Zhong Caiming Xiong N. Keskar R. Socher 17 63 0 03 Jan 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling Alex Jinpeng Wang Jan Hula Patrick Xia R. Pappagari R. Thomas McCoy ... Berlin Chen Benjamin Van Durme Edouard Grave Ellie Pavlick Samuel R. Bowman LRM VLM 16 27 0 28 Dec 2018
SMIT: Stochastic Multi-Label Image-to-Image Translation Andrés Romero Pablo Arbelaez Luc Van Gool Radu Timofte 17 66 0 10 Dec 2018
Pedestrian Detection with Autoregressive Network Phases Garrick Brazil Xiaoming Liu 14 72 0 02 Dec 2018
Recurrently Controlled Recurrent Networks Yi Tay Anh Tuan Luu S. Hui 20 16 0 24 Nov 2018
Inline Detection of Domain Generation Algorithms with Context-Sensitive Word Embeddings Joewie J. Koh Barton Rhodes 11 35 0 21 Nov 2018
Densely Connected Attention Propagation for Reading Comprehension Yi Tay Anh Tuan Luu S. Hui Jian Su 7 48 0 10 Nov 2018
Effective Subword Segmentation for Text Comprehension Zhuosheng Zhang Antonio Lieto Kangwei Ling Jiangtong Li Z. Li Shexia He G. Fu 17 27 0 06 Nov 2018
Learning to Embed Sentences Using Attentive Recursive Trees Jiaxin Shi Lei Hou Meng-Ying Lei Y. Li Hanwang Zhang 11 3 0 06 Nov 2018
Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary Surafel Melaku Lakew A. Erofeeva Matteo Negri Marcello Federico Marco Turchi 10 62 0 03 Nov 2018
Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks Jason Phang Thibault Févry Samuel R. Bowman 19 466 0 02 Nov 2018
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing Wasi Uddin Ahmad Zhisong Zhang Xuezhe Ma Eduard H. Hovy Kai-Wei Chang Nanyun Peng 6 8 0 01 Nov 2018
Effective Feature Representation for Clinical Text Concept Extraction Yifeng Tao B. Godefroy Guillaume Genthial Christopher Potts 11 8 0 31 Oct 2018
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog Sebastian Schuster S. Gupta Rushin Shah M. Lewis 19 282 0 31 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 23 144 0 15 Oct 2018
Mixture of Expert/Imitator Networks: Scalable Semi-supervised Learning Framework Shun Kiyono Jun Suzuki Kentaro Inui 26 8 0 13 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 36 92,793 0 11 Oct 2018
FlowQA: Grasping Flow in History for Conversational Machine Comprehension Hsin-Yuan Huang Eunsol Choi Wen-tau Yih 19 98 0 06 Oct 2018
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences Yi Tay Anh Tuan Luu S. Hui 20 37 0 06 Oct 2018
A Deep Learning Architecture for De-identification of Patient Notes: Implementation and Evaluation Kaung Khin Philipp Burckhardt R. Padman 21 38 0 03 Oct 2018
Improving Sentence Representations with Consensus Maximisation Shuai Tang V. D. Sa SSL AI4TS 19 4 0 02 Oct 2018
Learning Robust, Transferable Sentence Representations for Text Classification Wasi Uddin Ahmad Xueying Bai Nanyun Peng Kai-Wei Chang AI4TS OOD 17 5 0 28 Sep 2018
Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis Kelly W. Zhang Samuel R. Bowman 24 70 0 26 Sep 2018
Stochastic Answer Networks for SQuAD 2.0 Xiaodong Liu Wei Li Yuwei Fang Aerin Kim Kevin Duh Jianfeng Gao RALM 6 23 0 24 Sep 2018
Towards Language Agnostic Universal Representations Armen Aghajanyan Xia Song Saurabh Tiwary 20 2 0 23 Sep 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 6 333 0 22 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 32 668 0 21 Sep 2018
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension Yichong Xu Xiaodong Liu Yelong Shen Jingjing Liu Jianfeng Gao 19 51 0 18 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 13 62 0 12 Sep 2018
AWE: Asymmetric Word Embedding for Textual Entailment Tengfei Ma Chiamin Wu Cao Xiao Jimeng Sun 12 2 0 11 Sep 2018
Explicit Contextual Semantics for Text Comprehension Zhuosheng Zhang Yuwei Wu Z. Li Hai Zhao 21 29 0 08 Sep 2018
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning Shuai Tang V. D. Sa SSL 8 1 0 08 Sep 2018
Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations Taeuk Kim Jihun Choi Daniel Edmiston Sanghwan Bae Sang-goo Lee 23 23 0 07 Sep 2018
Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension Kyosuke Nishida Itsumi Saito Atsushi Otsuka Hisako Asano J. Tomita 17 51 0 31 Aug 2018
Iterative Recursive Attention Model for Interpretable Sequence Classification Martin Tutek Jan Snajder 12 7 0 30 Aug 2018
Backdoor Embedding in Convolutional Neural Network Models via Invisible Perturbation C. Liao Haoti Zhong Anna Squicciarini Sencun Zhu David J. Miller SILM 17 311 0 30 Aug 2018
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse Manaal Faruqui Ellie Pavlick Ian Tenney Dipanjan Das KELM 25 48 0 28 Aug 2018
Dissecting Contextual Word Embeddings: Architecture and Representation Matthew E. Peters Mark Neumann Luke Zettlemoyer Wen-tau Yih 11 424 0 27 Aug 2018
Robust Text Classifier on Test-Time Budgets Md. Rizwan Parvez Tolga Bolukbasi Kai-Wei Chang Venkatesh Sarigrama OOD VLM 14 1 0 24 Aug 2018
Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection Chongyang Tao Wei Yu Wu Can Xu Yansong Feng Dongyan Zhao Rui Yan 20 4 0 22 Aug 2018
Lessons from Natural Language Inference in the Clinical Domain Alexey Romanov Chaitanya P. Shivade LM&MA 14 263 0 21 Aug 2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension Liang Wang Sujian Li Wei-Ye Zhao Kewei Shen Meng Sun Ruoyu Jia Jingming Liu 15 7 0 20 Aug 2018
Learning to Compose over Tree Structures via POS Tags Gehui Shen Zhihong Deng Ting Huang Xi Chen 8 15 0 18 Aug 2018
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference Reza Ghaeini Xiaoli Z. Fern Prasad Tadepalli MILM 12 97 0 12 Aug 2018