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Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources
Jiang Guo
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Wanxiang Che
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Haifeng Wang
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Ting Liu
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Paper Details:
Month: August
Year: 2014
Location: Dublin, Ireland
Venue:
COLING |
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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Model-Free Context-Aware Word Composition
Bo An
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Xianpei Han
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Le Sun
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LanguageNet: Learning to Find Sense Relevant Example Sentences
Shang-Chien Cheng
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Jhih-Jie Chen
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Chingyu Yang
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Jason Chang
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A Unified Model for Word Sense Representation and Disambiguation
Xinxiong Chen
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Zhiyuan Liu
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Maosong Sun
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MUSE: Modularizing Unsupervised Sense Embeddings
Guang-He Lee
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Yun-Nung Chen
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Towards a Universal Sentiment Classifier in Multiple languages
Kui Xu
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Xiaojun Wan
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CLUSE: Cross-Lingual Unsupervised Sense Embeddings
Ta-Chung Chi
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Yun-Nung Chen
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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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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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Multi-prototype Chinese Character Embedding
Yanan Lu
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Yue Zhang
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Donghong Ji
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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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Sparse Bilingual Word Representations for Cross-lingual Lexical Entailment
Yogarshi Vyas
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Marine Carpuat
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Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders
Simon Šuster
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Ivan Titov
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Gertjan van Noord
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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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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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AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
Sascha Rothe
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Hinrich Schütze
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Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering
Tao Chen
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Ruifeng Xu
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Yulan He
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Xuan Wang
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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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SENSEI-LIF at SemEval-2016 Task 4: Polarity embedding fusion for robust sentiment analysis
Mickael Rouvier
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Benoit Favre
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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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Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization
Jilei Wang
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Shiying Luo
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Weiyan Shi
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Tao Dai
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Shu-Tao Xia
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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://www
Field Of Study
Linguistic Trends
Embeddings
Task
Tagging
Word Sense Disambiguation
Named Entity Recognition
Approach
Semi-supervised Learning
Language
Chinese
English
French
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