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Enriching Word Vectors with Subword Information

15 July 2016

Papers citing "Enriching Word Vectors with Subword Information"

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Title
SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach Michael Petrochuk Luke Zettlemoyer 61 90 0 24 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 92 108 0 21 Apr 2018
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons Hwiyeol Jo Stanley Jungkyu Choi 47 12 0 21 Apr 2018
Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample Myle Ott Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato 143 682 0 20 Apr 2018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion Armand Joulin Piotr Bojanowski Tomas Mikolov Hervé Jégou Edouard Grave 148 308 0 20 Apr 2018
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences Marcel Trotzek Sven Koitka Christoph M. Friedrich 66 201 0 19 Apr 2018
Forecasting the presence and intensity of hostility on Instagram using linguistic and social features Ping Liu Joshua Guberman Libby Hemphill A. Culotta 67 78 0 18 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 136 344 0 17 Apr 2018
A Deeper Look into Dependency-Based Word Embeddings Sean MacAvaney Amir Zeldes 28 11 0 16 Apr 2018
Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning Chenhua Chen Yue Zhang SSL 73 11 0 16 Apr 2018
An Ontology-Based Dialogue Management System for Banking and Finance Dialogue Systems Duygu Altinok 85 44 0 13 Apr 2018
Amobee at SemEval-2018 Task 1: GRU Neural Network with a CNN Attention Mechanism for Sentiment Classification A. Rozental Daniel Fleischer 39 30 0 12 Apr 2018
Few-Shot Text Classification with Pre-Trained Word Embeddings and a Human in the Loop Katherine Bailey Sunny Chopra 42 20 0 05 Apr 2018
Not just about size - A Study on the Role of Distributed Word Representations in the Analysis of Scientific Publications Andrés García-Silva José Manuél Gómez-Pérez 43 4 0 05 Apr 2018
Attentive Sequence-to-Sequence Learning for Diacritic Restoration of Yorùbá Language Text Iroro Orife 65 27 0 03 Apr 2018
AttnConvnet at SemEval-2018 Task 1: Attention-based Convolutional Neural Networks for Multi-label Emotion Classification Yanghoon Kim Hwanhee Lee Kyomin Jung 81 45 0 03 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 105 330 0 30 Mar 2018
Mittens: An Extension of GloVe for Learning Domain-Specialized Representations Nicholas Dingwall Christopher Potts 3DH 41 42 0 27 Mar 2018
The Geometry of Culture: Analyzing Meaning through Word Embeddings Austin C. Kozlowski Matt Taddy James A. Evans 60 392 0 25 Mar 2018
Near-lossless Binarization of Word Embeddings Julien Tissier Christophe Gravier Amaury Habrard MQ 76 51 0 24 Mar 2018
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech Yu-An Chung James R. Glass 3DV 88 185 0 23 Mar 2018
Learning Eligibility in Cancer Clinical Trials using Deep Neural Networks A. Bustos A. Pertusa 49 28 0 22 Mar 2018
RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language Alexander Panchenko A. Lopukhina Dmitry Ustalov K. Lopukhin N. Arefyev A. Leontyev Natalia Loukachevitch 37 35 0 15 Mar 2018
Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations Andreas Rucklé Steffen Eger Maxime Peyrard Iryna Gurevych 209 99 0 04 Mar 2018
Extractive Text Summarization using Neural Networks Aakash Sinha A. Yadav Akshay Gahlot AI4TS 32 49 0 27 Feb 2018
EiTAKA at SemEval-2018 Task 1: An Ensemble of N-Channels ConvNet and XGboost Regressors for Emotion Analysis of Tweets M. Jabreel Antonio Moreno 60 25 0 26 Feb 2018
Learning Topic Models by Neighborhood Aggregation Ryohei Hisano 34 3 0 22 Feb 2018
Learning Word Vectors for 157 Languages Edouard Grave Piotr Bojanowski Prakhar Gupta Armand Joulin Tomas Mikolov SSL FaML 162 1,429 0 19 Feb 2018
Building a Word Segmenter for Sanskrit Overnight V. Reddy Amrith Krishna V. Sharma Prateek Gupta R. VineethM. Pawan Goyal 43 18 0 17 Feb 2018
Universal Neural Machine Translation for Extremely Low Resource Languages Jiatao Gu Hany Hassan Jacob Devlin Victor O.K. Li 111 278 0 15 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 553 11,579 0 15 Feb 2018
Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks Carlos-Emiliano González-Gallardo Juan-Manuel Torres-Moreno 33 15 0 13 Feb 2018
Enhance word representation for out-of-vocabulary on Ubuntu dialogue corpus Jian-xiong Dong Jim Huang 103 24 0 07 Feb 2018
Polisis: Automated Analysis and Presentation of Privacy Policies Using Deep Learning Hamza Harkous Kassem Fawaz R. Lebret F. Schaub Kang G. Shin Karl Aberer 93 348 0 07 Feb 2018
A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction Shamil Chollampatt Hwee Tou Ng KELM 77 222 0 26 Jan 2018
SocialML: machine learning for social media video creators Tomasz Trzciñski Adam Bielski Pawel Cyrta M. Zak VGen 164 0 0 25 Jan 2018
Non-Adversarial Unsupervised Word Translation Yedid Hoshen Lior Wolf 89 119 0 18 Jan 2018
AliMe Assist: An Intelligent Assistant for Creating an Innovative E-commerce Experience Feng-Lin Li Minghui Qiu Haiqing Chen Xiongwei Wang Xing Gao ... Zhongzhou Zhao Weipeng Zhao Lei Wang Guwei Jin Wei Chu 85 104 0 12 Jan 2018
Advances in Pre-Training Distributed Word Representations Tomas Mikolov Edouard Grave Piotr Bojanowski Christian Puhrsch Armand Joulin AI4TS VLM 154 1,248 0 26 Dec 2017
Dual Long Short-Term Memory Networks for Sub-Character Representation Learning Han He Lei Wu Xiaokun Yang Hua Yan Zhimin Gao Yi Feng G. Townsend 43 15 0 23 Dec 2017
Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings Hanan Aldarmaki Mahesh Mohan Mona T. Diab 59 29 0 19 Dec 2017
Sequence to Sequence Networks for Roman-Urdu to Urdu Transliteration Mehreen Alam S. Hussain 41 21 0 08 Dec 2017
A Deep Network Model for Paraphrase Detection in Short Text Messages Basant Agarwal H. Ramampiaro H. Langseth M. Ruocco 76 112 0 07 Dec 2017
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis Hu Xu Sihong Xie Lei Shu Philip S. Yu AAML 97 13 0 06 Dec 2017
Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection K. Hundman Thamme Gowda Mayank Kejriwal Benedikt Boecking 56 21 0 03 Dec 2017
Surfacing contextual hate speech words within social media Jherez Taylor Melvyn Peignon Yi-Shin Chen 39 18 0 28 Nov 2017
Experiential, Distributional and Dependency-based Word Embeddings have Complementary Roles in Decoding Brain Activity Samira Abnar Rasyan Ahmed Max Mijnheer Willem H. Zuidema 85 49 0 25 Nov 2017
Using stochastic computation graphs formalism for optimization of sequence-to-sequence model Eugene Golikov Vlad Zhukov M. Kretov 48 0 0 21 Nov 2017
Phonological (un)certainty weights lexical activation L. Gwilliams David Poeppel A. Marantz Tal Linzen 32 20 0 17 Nov 2017
Aicyber's System for NLPCC 2017 Shared Task 2: Voting of Baselines Steven Du Xi Zhang 29 0 0 15 Nov 2017