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Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment
Stephen Roller
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Katrin Erk
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Paper Details:
Month: November
Year: 2016
Location: Austin, Texas
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
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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Improving Cross-Lingual Word Embeddings by Meeting in the Middle
Yerai Doval
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Jose Camacho-Collados
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Luis Espinosa-Anke
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Steven Schockaert
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Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection
Vered Shwartz
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Enrico Santus
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Dominik Schlechtweg
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Instances and concepts in distributional space
Gemma Boleda
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Abhijeet Gupta
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Sebastian Padó
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How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis
Ivan Sanchez
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Sebastian Riedel
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Undersampling Improves Hypernymy Prototypicality Learning
Koki Washio
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Tsuneaki Kato
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Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations
Koki Washio
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Tsuneaki Kato
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Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
Stephen Roller
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Douwe Kiela
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Maximilian Nickel
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Scoring Lexical Entailment with a Supervised Directional Similarity Network
Marek Rei
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Daniela Gerz
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Ivan Vulić
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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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SemEval-2018 Task 9: Hypernym Discovery
Jose Camacho-Collados
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Claudio Delli Bovi
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Luis Espinosa-Anke
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Sergio Oramas
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Tommaso Pasini
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Enrico Santus
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Vered Shwartz
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Roberto Navigli
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Horacio Saggion
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Apollo at SemEval-2018 Task 9: Detecting Hypernymy Relations Using Syntactic Dependencies
Mihaela Onofrei
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Ionuț Hulub
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Diana Trandabăț
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Daniela Gîfu
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SJTU-NLP at SemEval-2018 Task 9: Neural Hypernym Discovery with Term Embeddings
Zhuosheng Zhang
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Jiangtong Li
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Hai Zhao
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Bingjie Tang
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Integrating Multiplicative Features into Supervised Distributional Methods for Lexical Entailment
Tu Vu
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Vered Shwartz
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Term Definitions Help Hypernymy Detection
Wenpeng Yin
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Dan Roth
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CogALex-V Shared Task: ROOT18
Emmanuele Chersoni
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Giulia Rambelli
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Enrico Santus
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http://github.com/stephenroller/
Field Of Study
Linguistic Trends
Distributional Semantics
Embeddings
Task
Textual Entailment
Semantic Similarity
Question Answering
Language
English
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