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1607.04606
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Enriching Word Vectors with Subword Information
Transactions of the Association for Computational Linguistics (TACL), 2016
15 July 2016
Piotr Bojanowski
Edouard Grave
Armand Joulin
Tomas Mikolov
NAI
SSL
VLM
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Papers citing
"Enriching Word Vectors with Subword Information"
50 / 2,757 papers shown
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Adam Fisch
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Semantic Preserving Embeddings for Generalized Graphs
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Learning to Compose Domain-Specific Transformations for Data Augmentation
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Henry R. Ehrenberg
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Jared A. Dunnmon
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06 Sep 2017
Language Modeling by Clustering with Word Embeddings for Text Readability Assessment
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H. T. Kung
102
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Hypothesis Testing based Intrinsic Evaluation of Word Embeddings
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04 Sep 2017
Patterns versus Characters in Subword-aware Neural Language Modeling
Rustem Takhanov
Z. Assylbekov
104
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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
112
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20 Aug 2017
Evaluating Word Embeddings for Sentence Boundary Detection in Speech Transcripts
Brazilian Symposium in Information and Human Language Technology (BIHLT), 2017
Marcos Vinícius Treviso
C. Shulby
S. Aluísio
81
12
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15 Aug 2017
Simple and Effective Dimensionality Reduction for Word Embeddings
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211
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11 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing
IEEE Computational Intelligence Magazine (IEEE CIM), 2017
Tom Young
Devamanyu Hazarika
Soujanya Poria
Xiaoshi Zhong
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09 Aug 2017
Corpus-level Fine-grained Entity Typing
Journal of Artificial Intelligence Research (JAIR), 2017
Yadollah Yaghoobzadeh
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177
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07 Aug 2017
A Syllable-based Technique for Word Embeddings of Korean Words
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Taeuk Kim
Jinseok Seol
Sang-goo Lee
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05 Aug 2017
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging
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31 Jul 2017
Sentiment Analysis on Financial News Headlines using Training Dataset Augmentation
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Towards Semantic Query Segmentation
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Mimicking Word Embeddings using Subword RNNs
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Robert Guthrie
Jacob Eisenstein
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Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks
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Automated Detection of Non-Relevant Posts on the Russian Imageboard "2ch": Importance of the Choice of Word Representations
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Olga Gureenkova
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16 Jul 2017
Rotations and Interpretability of Word Embeddings: the Case of the Russian Language
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124
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14 Jul 2017
Fast Amortized Inference and Learning in Log-linear Models with Randomly Perturbed Nearest Neighbor Search
Stephen Mussmann
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Stefano Ermon
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Multiscale sequence modeling with a learned dictionary
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153
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A Survey Of Cross-lingual Word Embedding Models
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Anders Søgaard
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Context encoders as a simple but powerful extension of word2vec
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Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network
Computer Vision and Pattern Recognition (CVPR), 2017
Xiao Yang
Ersin Yumer
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Mike Kraley
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07 Jun 2017
Poincaré Embeddings for Learning Hierarchical Representations
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Political Footprints: Political Discourse Analysis using Pre-Trained Word Vectors
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Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research
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Sketching Word Vectors Through Hashing
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11 May 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
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A Survey of Neural Network Techniques for Feature Extraction from Text
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27 Apr 2017
From Characters to Words to in Between: Do We Capture Morphology?
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Adam Lopez
152
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26 Apr 2017
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts
L. B. D. Santos
Edilson Anselmo Corrêa Júnior
O. N. Oliveira
D. R. Amancio
L. Mansur
S. Aluísio
139
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26 Apr 2017
BB_twtr at SemEval-2017 Task 4: Twitter Sentiment Analysis with CNNs and LSTMs
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235
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Baselines and test data for cross-lingual inference
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Natalie Schluter
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Neural Paraphrase Identification of Questions with Noisy Pretraining
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Thyago Duque
Oscar Täckström
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ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge
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The Interplay of Semantics and Morphology in Word Embeddings
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Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF
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Christian Hardmeier
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A Tidy Data Model for Natural Language Processing using cleanNLP
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EVE: Explainable Vector Based Embedding Technique Using Wikipedia
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Analysis and Optimization of fastText Linear Text Classifier
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David S. Kung
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Neural Machine Translation with Source-Side Latent Graph Parsing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017
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A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling
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Diego Marcheggiani
Anton Frolov
Ivan Titov
233
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Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2017
Yadollah Yaghoobzadeh
Hinrich Schütze
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Alleviating Overfitting for Polysemous Words for Word Representation Estimation Using Lexicons
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A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks
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Caiming Xiong
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Fuzzy paraphrases in learning word representations with a lexicon
Y. Ke
M. Hagiwara
632
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02 Nov 2016
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