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Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models
Sujay Kumar Jauhar
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Chris Dyer
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Eduard Hovy
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Paper Details:
Month: May–June
Year: 2015
Location: Denver, Colorado
Venue:
NAACL |
Citations
URL
Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization
Meng Zhang
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Yang Liu
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Huanbo Luan
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Yiqun Liu
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Maosong Sun
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Humor Recognition and Humor Anchor Extraction
Diyi Yang
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Alon Lavie
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Chris Dyer
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Eduard Hovy
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Context-Dependent Sense Embedding
Lin Qiu
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Kewei Tu
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Yong Yu
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MUSE: Modularizing Unsupervised Sense Embeddings
Guang-He Lee
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Yun-Nung Chen
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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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Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources
Gabriel Stanovsky
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Mark Hopkins
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Training Word Sense Embeddings With Lexicon-based Regularization
Luis Nieto-Piña
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Richard Johansson
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Embedding Words and Senses Together via Joint Knowledge-Enhanced Training
Massimiliano Mancini
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Jose Camacho-Collados
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Ignacio Iacobacci
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Roberto Navigli
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Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings
Spandana Gella
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Mirella Lapata
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Frank Keller
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Sparse Bilingual Word Representations for Cross-lingual Lexical Entailment
Yogarshi Vyas
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Marine Carpuat
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Retrofitting Sense-Specific Word Vectors Using Parallel Text
Allyson Ettinger
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Philip Resnik
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Marine Carpuat
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Specialising Word Vectors for Lexical Entailment
Ivan Vulić
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Nikola Mrkšić
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Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar
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Jose Camacho-Collados
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Roberto Navigli
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Nigel Collier
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Improved Word Representation Learning with Sememes
Yilin Niu
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Ruobing Xie
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Zhiyuan Liu
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Maosong Sun
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Ontology-Aware Token Embeddings for Prepositional Phrase Attachment
Pradeep Dasigi
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Waleed Ammar
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Chris Dyer
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Eduard Hovy
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Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš
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Ivan Vulić
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Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola Mrkšić
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Ivan Vulić
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Diarmuid Ó Séaghdha
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Ira Leviant
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Roi Reichart
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Milica Gašić
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Anna Korhonen
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Steve Young
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Sense Embedding Learning for Word Sense Induction
Linfeng Song
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Zhiguo Wang
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Haitao Mi
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Daniel Gildea
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Mapping the Paraphrase Database to WordNet
Anne Cocos
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Marianna Apidianaki
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Chris Callison-Burch
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A Mixture Model for Learning Multi-Sense Word Embeddings
Dai Quoc Nguyen
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Dat Quoc Nguyen
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Ashutosh Modi
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Stefan Thater
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Manfred Pinkal
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Embedded Semantic Lexicon Induction with Joint Global and Local Optimization
Sujay Kumar Jauhar
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Eduard Hovy
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Problems With Evaluation of Word Embeddings Using Word Similarity Tasks
Manaal Faruqui
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Yulia Tsvetkov
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Pushpendre Rastogi
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Chris Dyer
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Integrating WordNet for Multiple Sense Embeddings in Vector Semantics
David Foley
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Jugal Kalita
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Using Linked Disambiguated Distributional Networks for Word Sense Disambiguation
Alexander Panchenko
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Stefano Faralli
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Simone Paolo Ponzetto
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Chris Biemann
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Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context
Shyam Upadhyay
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Kai-Wei Chang
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Matt Taddy
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Adam Kalai
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James Zou
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Learning to Embed Words in Context for Syntactic Tasks
Lifu Tu
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Kevin Gimpel
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Karen Livescu
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Distributional Lesk: Effective Knowledge-Based Word Sense Disambiguation
Dieke Oele
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Gertjan van Noord
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Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation
Ivan Vulić
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https://github.com/sjauhar/
http://nlp.stanford.edu/~socherr/
https://code.google.com/p/word2vec/
http://www.statmt.org/wmt11/
Field Of Study
Linguistic Trends
Lexical Semantics
Distributional Semantics
Embeddings
Ontologies
Task
Tagging
Word Sense Disambiguation
Question Answering
Approach
Semi-supervised Learning
Language
English
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