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A Systematic Study of Semantic Vector Space Model Parameters
Douwe Kiela
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Stephen Clark
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Paper Details:
Month: April
Year: 2014
Location: Gothenburg, Sweden
Venue:
CVSC |
WS |
Citations
URL
Integrating Distributional and Lexical Information for Semantic Classification of Words using MRMF
Rosa Tsegaye Aga
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Lucas Drumond
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Christian Wartena
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Lars Schmidt-Thieme
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What’s in Your Embedding, And How It Predicts Task Performance
Anna Rogers
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Shashwath Hosur Ananthakrishna
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Anna Rumshisky
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Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics
Douwe Kiela
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Léon Bottou
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Evaluating Neural Word Representations in Tensor-Based Compositional Settings
Dmitrijs Milajevs
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Dimitri Kartsaklis
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Mehrnoosh Sadrzadeh
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Matthew Purver
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Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics
Douwe Kiela
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Anita Lilla Verő
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Stephen Clark
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Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
Ivan Vulić
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Douwe Kiela
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Anna Korhonen
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Large-scale evaluation of dependency-based DSMs: Are they worth the effort?
Gabriella Lapesa
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Stefan Evert
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Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion
Olivier Ferret
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Automatic Thesaurus Construction for Modern Hebrew
Chaya Liebeskind
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Ido Dagan
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Jonathan Schler
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Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn’t.
Anna Gladkova
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Aleksandr Drozd
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Satoshi Matsuoka
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Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction
Ivan Vulić
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Marie-Francine Moens
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Robust Co-occurrence Quantification for Lexical Distributional Semantics
Dmitrijs Milajevs
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Mehrnoosh Sadrzadeh
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Matthew Purver
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A Large Scale Evaluation of Distributional Semantic Models: Parameters, Interactions and Model Selection
Gabriella Lapesa
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Stefan Evert
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Taxonomy Beats Corpus in Similarity Identification, but Does It Matter?
Minh Le
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Antske Fokkens
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You and me... in a vector space: modelling individual speakers with distributional semantics
Aurélie Herbelot
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Behrang QasemiZadeh
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Random Positive-Only Projections: PPMI-Enabled Incremental Semantic Space Construction
Behrang QasemiZadeh
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Laura Kallmeyer
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A Word-Embedding-based Sense Index for Regular Polysemy Representation
Marco Del Tredici
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Núria Bel
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Evaluation of distributional semantic models: a holistic approach
Gabriel Bernier-Colborne
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Patrick Drouin
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CogALex-V Shared Task: Mach5 – A traditional DSM approach to semantic relatedness
Stefan Evert
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CogALex-V Shared Task: HsH-Supervised – Supervised similarity learning using entry wise product of context vectors
Christian Wartena
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Rosa Tsegaye Aga
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Testing APSyn against Vector Cosine on Similarity Estimation
Enrico Santus
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Emmanuele Chersoni
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Alessandro Lenci
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Chu-Ren Huang
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Philippe Blache
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http://www.natcorp.ox.ac.uk/docs/URG/
Field Of Study
Task
Semantic Similarity
Language
English
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