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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
Evaluation of Croatian Word Embeddings Lukás Svoboda Slobodan Beliga 39 10 0 06 Nov 2017
Fine-tuning Tree-LSTM for phrase-level sentiment classification on a Polish dependency treebank. Submission to PolEval task 2 Tomasz Korbak Paulina Zak 29 3 0 03 Nov 2017
Semantic Structure and Interpretability of Word Embeddings Lutfi Kerem Senel Ihsan Utlu Veysel Yücesoy Aykut Koç Tolga Çukur 99 106 0 01 Nov 2017
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 171 1,098 0 31 Oct 2017
Fast Linear Model for Knowledge Graph Embeddings Armand Joulin Edouard Grave Piotr Bojanowski Maximilian Nickel Tomas Mikolov 78 42 0 30 Oct 2017
ALL-IN-1: Short Text Classification with One Model for All Languages Barbara Plank VLM 35 3 0 26 Oct 2017
Non-Projective Dependency Parsing with Non-Local Transitions Daniel Fernández-González Carlos Gómez-Rodríguez 72 17 0 25 Oct 2017
Unsupervised Context-Sensitive Spelling Correction of English and Dutch Clinical Free-Text with Word and Character N-Gram Embeddings Pieter Fivez Simon Suster Walter Daelemans 35 25 0 19 Oct 2017
Unsupervised Sentence Representations as Word Information Series: Revisiting TF--IDF Ignacio Arroyo-Fernández Carlos-Francisco Méndez-Cruz Gerardo E Sierra Juan-Manuel Torres-Moreno Grigori Sidorov AI4TS 54 82 0 17 Oct 2017
RETUYT in TASS 2017: Sentiment Analysis for Spanish Tweets using SVM and CNN Aiala Rosá Luis Chiruzzo Mathías Etcheverry Santiago Castro 23 7 0 17 Oct 2017
Specialising Word Vectors for Lexical Entailment Ivan Vulić N. Mrksic 97 107 0 17 Oct 2017
Convolutional Neural Networks for Sentiment Classification on Business Reviews Andreea Salinca 31 16 0 16 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 341 1,664 0 11 Oct 2017
Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling Chaitanya Ahuja Louis-Philippe Morency 72 4 0 06 Oct 2017
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages Benjamin Heinzerling Michael Strube 79 233 0 05 Oct 2017
Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics M. Boyanov Ivan Koychev Preslav Nakov Alessandro Moschitti Giovanni Da San Martino 67 10 0 02 Oct 2017
Sentiment Classification with Word Attention based on Weakly Supervised Learning with a Convolutional Neural Network Gichang Lee Jaeyun Jeong Seungwan Seo Czangyeob Kim Pilsung Kang 33 49 0 28 Sep 2017
Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named Entity Recognition L. T. Anh M. Y. Arkhipov M. Burtsev 29 37 0 27 Sep 2017
Learning of Colors from Color Names: Distribution and Point Estimation Lyndon White R. Togneri Wei Liu Bennamoun OOD 57 2 0 27 Sep 2017
Attention-based Mixture Density Recurrent Networks for History-based Recommendation Tiantian Wang Kyunghyun Cho HAI 39 8 0 22 Sep 2017
WERd: Using Social Text Spelling Variants for Evaluating Dialectal Speech Recognition Ahmed M. Ali Preslav Nakov P. Bell Steve Renals 71 13 0 21 Sep 2017
Synapse at CAp 2017 NER challenge: Fasttext CRF Damien Sileo Camille Pradel Philippe Muller Tim Van de Cruys 16 3 0 14 Sep 2017
StarSpace: Embed All The Things! Ledell Yu Wu Adam Fisch S. Chopra Keith Adams Antoine Bordes Jason Weston 90 251 0 12 Sep 2017
Semantic Preserving Embeddings for Generalized Graphs Pedro Almagro Blanco Fernando Sancho-Caparrini 28 0 0 07 Sep 2017
Learning to Compose Domain-Specific Transformations for Data Augmentation Alexander J. Ratner Henry R. Ehrenberg Zeshan Hussain Jared A. Dunnmon Christopher Ré 90 351 0 06 Sep 2017
Language Modeling by Clustering with Word Embeddings for Text Readability Assessment Miriam Cha Youngjune Gwon H. T. Kung 54 49 0 05 Sep 2017
Hypothesis Testing based Intrinsic Evaluation of Word Embeddings Nishant Gurnani 36 3 0 04 Sep 2017
Patterns versus Characters in Subword-aware Neural Language Modeling Rustem Takhanov Z. Assylbekov 32 2 0 02 Sep 2017
Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks N. Hartmann Erick Rocha Fonseca C. Shulby Marcos Vinícius Treviso Jéssica S. Rodrigues S. Aluísio 45 200 0 20 Aug 2017
Evaluating Word Embeddings for Sentence Boundary Detection in Speech Transcripts Marcos Vinícius Treviso C. Shulby S. Aluísio 23 12 0 15 Aug 2017
Simple and Effective Dimensionality Reduction for Word Embeddings Vikas Raunak 96 102 0 11 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 153 2,848 0 09 Aug 2017
Corpus-level Fine-grained Entity Typing Yadollah Yaghoobzadeh Heike Adel Hinrich Schütze 72 33 0 07 Aug 2017
A Syllable-based Technique for Word Embeddings of Korean Words Sanghyuk Choi Taeuk Kim Jinseok Seol Sang-goo Lee 34 20 0 05 Aug 2017
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging Nils Reimers Iryna Gurevych 89 437 0 31 Jul 2017
Sentiment Analysis on Financial News Headlines using Training Dataset Augmentation V. John Olga Vechtomova 29 10 0 29 Jul 2017
Towards Semantic Query Segmentation Ajinkya Kale T. Taula Sanjika Hewavitharana Amit Srivastava 29 6 0 25 Jul 2017
Mimicking Word Embeddings using Subword RNNs Yuval Pinter Robert Guthrie Jacob Eisenstein 97 159 0 21 Jul 2017
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks Nils Reimers Iryna Gurevych 101 292 0 21 Jul 2017
Automated Detection of Non-Relevant Posts on the Russian Imageboard "2ch": Importance of the Choice of Word Representations Amir Bakarov Olga Gureenkova 49 9 0 16 Jul 2017
Rotations and Interpretability of Word Embeddings: the Case of the Russian Language Alexey Zobnin 50 11 0 14 Jul 2017
Fast Amortized Inference and Learning in Log-linear Models with Randomly Perturbed Nearest Neighbor Search Stephen Mussmann Daniel Levy Stefano Ermon FedML 61 22 0 11 Jul 2017
Multiscale sequence modeling with a learned dictionary B. V. Merrienboer Amartya Sanyal Hugo Larochelle Yoshua Bengio 81 10 0 03 Jul 2017
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 110 534 0 15 Jun 2017
Context encoders as a simple but powerful extension of word2vec F. Horn 35 23 0 08 Jun 2017
Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network Xiao Yang Ersin Yumer P. Asente Mike Kraley Daniel Kifer C. Lee Giles 86 230 0 07 Jun 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 119 1,313 0 22 May 2017
Political Footprints: Political Discourse Analysis using Pre-Trained Word Vectors Christophe Bruchansky 16 0 0 17 May 2017
Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research Vincent J. Major Alisa Surkis Yindalon Aphinyanagphongs 14 16 0 17 May 2017
Sketching Word Vectors Through Hashing Behrang Q. Zadeh Laura Kallmeyer 15 4 0 11 May 2017