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SensEmbed: Learning Sense Embeddings for Word and Relational Similarity
Ignacio Iacobacci
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Mohammad Taher Pilehvar
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Roberto Navigli
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Paper Details:
Month: July
Year: 2015
Location: Beijing, China
Venue:
ACL |
IJCNLP |
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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Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning
Luis Espinosa-Anke
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Jose Camacho-Collados
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Sara Rodríguez-Fernández
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Horacio Saggion
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Leo Wanner
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From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources
Ilia Kuznetsov
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Iryna Gurevych
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Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion
Naoki Otani
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Hirokazu Kiyomaru
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Daisuke Kawahara
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Sadao Kurohashi
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SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors
Luis Espinosa-Anke
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Steven Schockaert
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Model-Free Context-Aware Word Composition
Bo An
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Xianpei Han
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Le Sun
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Knowledge Base Unification via Sense Embeddings and Disambiguation
Claudio Delli Bovi
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Luis Espinosa-Anke
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Roberto Navigli
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Supervised Distributional Hypernym Discovery via Domain Adaptation
Luis Espinosa-Anke
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Jose Camacho-Collados
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Claudio Delli Bovi
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Horacio Saggion
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MUSE: Modularizing Unsupervised Sense Embeddings
Guang-He Lee
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Yun-Nung Chen
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Neural Sequence Learning Models for Word Sense Disambiguation
Alessandro Raganato
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Claudio Delli Bovi
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Roberto Navigli
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A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances
Chengyu Wang
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Xiaofeng He
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Aoying Zhou
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Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space
Koki Washio
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Tsuneaki Kato
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Dynamic Meta-Embeddings for Improved Sentence Representations
Douwe Kiela
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Changhan Wang
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Kyunghyun Cho
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Auto-Encoding Dictionary Definitions into Consistent Word Embeddings
Tom Bosc
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Pascal Vincent
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Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research
Haim Dubossarsky
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Eitan Grossman
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Daphna Weinshall
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Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation
Alexander Panchenko
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Eugen Ruppert
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Stefano Faralli
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Simone Paolo Ponzetto
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Chris Biemann
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BabelDomains: Large-Scale Domain Labeling of Lexical Resources
Jose Camacho-Collados
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Roberto Navigli
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Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language
Maximilian Köper
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Sabine Schulte im Walde
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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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Joint Learning of Sense and Word Embeddings
Mohammed Alsuhaibani
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Danushka Bollegala
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attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines
Fabio Petroni
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Vassilis Plachouras
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Timothy Nugent
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Jochen L. Leidner
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Embeddings for Word Sense Disambiguation: An Evaluation Study
Ignacio Iacobacci
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Mohammad Taher Pilehvar
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Roberto Navigli
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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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EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text
Claudio Delli Bovi
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Jose Camacho-Collados
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Alessandro Raganato
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Roberto Navigli
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A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors
Mikhail Khodak
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Nikunj Saunshi
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Yingyu Liang
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Tengyu Ma
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Brandon Stewart
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Sanjeev Arora
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Linear Algebraic Structure of Word Senses, with Applications to Polysemy
Sanjeev Arora
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Yuanzhi Li
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Yingyu Liang
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Tengyu Ma
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Andrej Risteski
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SemEval-2016 Task 14: Semantic Taxonomy Enrichment
David Jurgens
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Mohammad Taher Pilehvar
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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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evision PDF of 'ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge
Robyn Speer
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Joanna Lowry-Duda
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Sew-Embed at SemEval-2017 Task 2: Language-Independent Concept Representations from a Semantically Enriched Wikipedia
Claudio Delli Bovi
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Alessandro Raganato
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Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations
José Camacho-Collados
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Roberto Navigli
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Improved Semantic Representation for Domain-Specific Entities
Mohammad Taher Pilehvar
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Nigel Collier
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Automated WordNet Construction Using Word Embeddings
Mikhail Khodak
|
Andrej Risteski
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Christiane Fellbaum
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Sanjeev Arora
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Classifying Lexical-semantic Relationships by Exploiting Sense/Concept Representations
Kentaro Kanada
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Tetsunori Kobayashi
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Yoshihiko Hayashi
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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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One Representation per Word - Does it make Sense for Composition?
Thomas Kober
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Julie Weeds
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John Wilkie
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Jeremy Reffin
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David Weir
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Word Sense Filtering Improves Embedding-Based Lexical Substitution
Anne Cocos
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Marianna Apidianaki
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Chris Callison-Burch
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Supervised and Unsupervised Word Sense Disambiguation on Word Embedding Vectors of Unambigous Synonyms
Aleksander Wawer
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Agnieszka Mykowiecka
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Sense Embeddings in Knowledge-Based Word Sense Disambiguation
Loïc Vial
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Benjamin Lecouteux
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Didier Schwab
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Implicit Subjective and Sentimental Usages in Multi-sense Word Embeddings
Yuqi Sun
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Haoyue Shi
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Junfeng Hu
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http://paraphrase.org/#/download
http://www.babelnet.org/
http://dumps.wikimedia.org/enwiki/
http://www.babelfy.org/
http://code.google.com/p/word2vec/
Field Of Study
Linguistic Trends
Lexical Semantics
Distributional Semantics
Embeddings
Task
Word Sense Disambiguation
Semantic Similarity
Knowledge Acquisition
Machine Translation
Approach
Graphical Model
Semi-supervised Learning
Language
Multilingual
English
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