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Morphological Smoothing and Extrapolation of Word Embeddings
Ryan Cotterell
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Hinrich Schütze
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Jason Eisner
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Paper Details:
Month: August
Year: 2016
Location: Berlin, Germany
Venue:
ACL |
Citations
URL
Morphological Priors for Probabilistic Neural Word Embeddings
Parminder Bhatia
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Robert Guthrie
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Jacob Eisenstein
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A Sub-Character Architecture for Korean Language Processing
Karl Stratos
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Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
Edoardo Maria Ponti
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Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis
Ryan Cotterell
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Adam Poliak
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Benjamin Van Durme
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Jason Eisner
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Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources
Mohammad Taher Pilehvar
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Nigel Collier
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The Interplay of Semantics and Morphology in Word Embeddings
Oded Avraham
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Yoav Goldberg
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AutoExtend: Combining Word Embeddings with Semantic Resources
Sascha Rothe
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Hinrich Schütze
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CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages
Ryan Cotterell
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Christo Kirov
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John Sylak-Glassman
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Géraldine Walther
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Ekaterina Vylomova
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Patrick Xia
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Manaal Faruqui
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Sandra Kübler
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David Yarowsky
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Jason Eisner
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Mans Hulden
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UniMorph 2.0: Universal Morphology
Christo Kirov
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Ryan Cotterell
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John Sylak-Glassman
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Géraldine Walther
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Ekaterina Vylomova
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Patrick Xia
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Manaal Faruqui
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Sebastian Mielke
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Arya McCarthy
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Sandra Kübler
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David Yarowsky
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Jason Eisner
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Mans Hulden
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Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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One-Shot Neural Cross-Lingual Transfer for Paradigm Completion
Katharina Kann
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Ryan Cotterell
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Hinrich Schütze
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Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš
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Ivan Vulić
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Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings
Yang Xu
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Jiawei Liu
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Wei Yang
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Liusheng Huang
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Incorporating Chinese Characters of Words for Lexical Sememe Prediction
Huiming Jin
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Hao Zhu
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Zhiyuan Liu
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Ruobing Xie
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Maosong Sun
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Fen Lin
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Leyu Lin
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Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction
Daniela Gerz
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Ivan Vulić
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Edoardo Ponti
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Jason Naradowsky
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Roi Reichart
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Anna Korhonen
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Reconstruction of Word Embeddings from Sub-Word Parameters
Karl Stratos
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Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings
Pamela Shapiro
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Kevin Duh
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Incorporating Subword Information into Matrix Factorization Word Embeddings
Alexandre Salle
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Aline Villavicencio
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Compositional Morpheme Embeddings with Affixes as Functions and Stems as Arguments
Daniel Edmiston
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Karl Stratos
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No URLs Found
Field Of Study
Linguistic Trends
Embeddings
Morphology
Phonology
Task
Morphological Analysis
Tagging
Approach
Deep Learning
Generative Model
Graphical Model
Language
Multilingual
English
Spanish
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