Learned in Translation: Contextualized Word Vectors

1 August 2017

Papers citing "Learned in Translation: Contextualized Word Vectors"

45 / 395 papers shown

Title
Unsupervised Learning of Sentence Representations Using Sequence Consistency Siddhartha Brahma SSL 9 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 14 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 11 640 0 20 Jun 2018
Translations as Additional Contexts for Sentence Classification Reinald Kim Amplayo Kyungjae Lee Jinyeong Yeo Seung-won Hwang 36 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 11 35 0 14 Jun 2018
Multimodal Relational Tensor Network for Sentiment and Emotion Classification Saurav Sahay Shachi H. Kumar Rui Xia Jonathan Huang L. Nachman 11 24 0 07 Jun 2018
Dense Information Flow for Neural Machine Translation Yanyao Shen Xu Tan Di He Tao Qin Tie-Yan Liu AI4CE 16 34 0 03 Jun 2018
Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information Seonhoon Kim Inho Kang Nojun Kwak 6 216 0 29 May 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 18 163 0 21 May 2018
Multi-view Sentence Representation Learning Shuai Tang V. D. Sa SSL 15 3 0 18 May 2018
Improved Sentence Modeling using Suffix Bidirectional LSTM Siddhartha Brahma 11 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 18 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 11 94 0 16 May 2018
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples Dongyeop Kang Tushar Khot Ashish Sabharwal Eduard H. Hovy GAN 9 84 0 12 May 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning Jose Camacho-Collados Mohammad Taher Pilehvar 15 335 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 11 41 0 25 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 15 108 0 21 Apr 2018
Neural-Davidsonian Semantic Proto-role Labeling Rachel Rudinger Adam R. Teichert Ryan Culkin Sheng Zhang Benjamin Van Durme VLM 4 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 20 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 297 6,950 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 22 279 0 03 Apr 2018
Simple and Effective Semi-Supervised Question Answering Bhuwan Dhingra Danish Pruthi Dheeraj Rajagopal 13 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 19 328 0 30 Mar 2018
Contextual Salience for Fast and Accurate Sentence Vectors E. Zelikman Richard Socher 16 5 0 22 Mar 2018
Word2Bits - Quantized Word Vectors Maximilian Lam MQ 14 26 0 15 Mar 2018
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing---and Back Elliot Meyerson Risto Miikkulainen 17 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 14 11,483 0 15 Feb 2018
Universal Language Model Fine-tuning for Text Classification Jeremy Howard Sebastian Ruder VLM 19 274 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 34 100 0 30 Dec 2017
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 17 41 0 10 Dec 2017
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 6 197 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 16 183 0 16 Nov 2017
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations John Wieting Kevin Gimpel LRM 19 149 0 15 Nov 2017
Neural Natural Language Inference Models Enhanced with External Knowledge Qian Chen Xiao-Dan Zhu Zhenhua Ling Diana Inkpen Si Wei 20 215 0 12 Nov 2017
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension Todor Mihaylov Zornitsa Kozareva Anette Frank 23 5 0 10 Nov 2017
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering Caiming Xiong Victor Zhong R. Socher 22 109 0 31 Oct 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Erik Cambria 33 2,822 0 09 Aug 2017
Learning to Compose Task-Specific Tree Structures Jihun Choi Kang Min Yoo Sang-goo Lee 13 189 0 10 Jul 2017
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets Wei-Lun Chao Hexiang Hu Fei Sha 22 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 18 74 0 18 Apr 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 256 1,896 0 10 Jan 2017
Neural Semantic Encoders Tsendsuren Munkhdalai Hong-ye Yu 214 131 0 14 Jul 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 198 1,367 0 06 Jun 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 149 1,465 0 06 Jun 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 216 7,923 0 17 Aug 2015