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Learned in Translation: Contextualized Word Vectors

1 August 2017

Papers citing "Learned in Translation: Contextualized Word Vectors"

41 / 391 papers shown

Title
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference Reza Ghaeini Xiaoli Z. Fern Prasad Tadepalli MILM 90 97 0 12 Aug 2018
Unsupervised Learning of Sentence Representations Using Sequence Consistency Siddhartha Brahma SSL 87 8 0 10 Aug 2018
Large Scale Language Modeling: Converging on 40GB of Text in Four Hours Raul Puri Robert M. Kirby Nikolai Yakovenko Bryan Catanzaro 79 29 0 03 Aug 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 161 647 0 20 Jun 2018
Translations as Additional Contexts for Sentence Classification Reinald Kim Amplayo Kyungjae Lee Jinyeong Yeo Seung-won Hwang 85 17 0 14 Jun 2018
Cold-Start Aware User and Product Attention for Sentiment Classification Reinald Kim Amplayo Jihyeok Kim Sua Sung Seung-won Hwang 38 36 0 14 Jun 2018
Multimodal Relational Tensor Network for Sentiment and Emotion Classification Saurav Sahay Shachi H. Kumar Rui Xia Jonathan Huang L. Nachman 82 24 0 07 Jun 2018
Dense Information Flow for Neural Machine Translation Yanyao Shen Xu Tan Di He Tao Qin Tie-Yan Liu AI4CE 87 34 0 03 Jun 2018
Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information Seonhoon Kim Inho Kang Nojun Kwak 65 217 0 29 May 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 92 163 0 21 May 2018
Multi-view Sentence Representation Learning Shuai Tang V. D. Sa SSL 62 3 0 18 May 2018
Improved Sentence Modeling using Suffix Bidirectional LSTM Siddhartha Brahma 62 24 0 18 May 2018
SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension Taeuk Kim Jihun Choi Sang-goo Lee LRM 62 3 0 18 May 2018
Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples Vidur Joshi Matthew E. Peters Mark Hopkins CLL 98 96 0 16 May 2018
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples Dongyeop Kang Tushar Khot Ashish Sabharwal Eduard H. Hovy GAN 55 85 0 12 May 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning Jose Camacho-Collados Mohammad Taher Pilehvar 108 343 0 10 May 2018
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference Adam Poliak Yonatan Belinkov James R. Glass Benjamin Van Durme 49 41 0 25 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 92 108 0 21 Apr 2018
Neural-Davidsonian Semantic Proto-role Labeling Rachel Rudinger Adam R. Teichert Ryan Culkin Sheng Zhang Benjamin Van Durme VLM 51 24 0 21 Apr 2018
Multi-task Learning for Universal Sentence Embeddings: A Thorough Evaluation using Transfer and Auxiliary Tasks Wasi Uddin Ahmad Xueying Bai Zhechao Huang Chao Jiang Nanyun Peng Kai-Wei Chang SSL 65 6 0 21 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.3K 7,212 0 20 Apr 2018
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering Duy-Kien Nguyen Takayuki Okatani 87 282 0 03 Apr 2018
Simple and Effective Semi-Supervised Question Answering Bhuwan Dhingra Danish Pruthi Dheeraj Rajagopal 70 66 0 02 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 100 330 0 30 Mar 2018
Contextual Salience for Fast and Accurate Sentence Vectors E. Zelikman Richard Socher 30 5 0 22 Mar 2018
Word2Bits - Quantized Word Vectors Maximilian Lam MQ 70 26 0 15 Mar 2018
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing---and Back Elliot Meyerson Risto Miikkulainen 69 45 0 11 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 449 11,576 0 15 Feb 2018
Universal Language Model Fine-tuning for Text Classification Jeremy Howard Sebastian Ruder VLM 83 276 0 18 Jan 2018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference Yi Tay Anh Tuan Luu S. Hui 114 100 0 30 Dec 2017
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 86 41 0 10 Dec 2017
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 77 198 0 10 Dec 2017
FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension Hsin-Yuan Huang Chenguang Zhu Yelong Shen Weizhu Chen FedML 100 183 0 16 Nov 2017
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations John Wieting Kevin Gimpel LRM 83 147 0 15 Nov 2017
Neural Natural Language Inference Models Enhanced with External Knowledge Qian Chen Xiao-Dan Zhu Zhenhua Ling Diana Inkpen Si Wei 95 217 0 12 Nov 2017
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension Todor Mihaylov Zornitsa Kozareva Anette Frank 68 5 0 10 Nov 2017
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering Caiming Xiong Victor Zhong R. Socher 103 109 0 31 Oct 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 119 2,847 0 09 Aug 2017
Learning to Compose Task-Specific Tree Structures Jihun Choi Kang Min Yoo Sang-goo Lee 98 189 0 10 Jul 2017
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets Wei-Lun Chao Hexiang Hu Fei Sha 93 37 0 24 Apr 2017
An Empirical Analysis of NMT-Derived Interlingual Embeddings and their Use in Parallel Sentence Identification C. España-Bonet Á. Varga Alberto Barrón-Cedeño Josef van Genabith 86 74 0 18 Apr 2017