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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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Paper Details:
Month: August
Year: 2016
Location: Berlin, Germany
Venue:
RepEval |
WS |
Citations
URL
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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SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity
Daniela Gerz
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Ivan Vulić
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Felix Hill
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Roi Reichart
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Anna Korhonen
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Measuring Thematic Fit with Distributional Feature Overlap
Enrico Santus
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Emmanuele Chersoni
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Alessandro Lenci
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Philippe Blache
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Deriving continous grounded meaning representations from referentially structured multimodal contexts
Sina Zarrieß
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David Schlangen
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Quantifying the Effects of Text Duplication on Semantic Models
Alexandra Schofield
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Laure Thompson
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David Mimno
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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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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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The Interplay of Semantics and Morphology in Word Embeddings
Oded Avraham
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Yoav Goldberg
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Geographical Evaluation of Word Embeddings
Michal Konkol
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Tomáš Brychcín
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Michal Nykl
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Tomáš Hercig
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Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion
Olivier Ferret
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Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation
Mikel Artetxe
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Gorka Labaka
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Iñigo Lopez-Gazpio
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Eneko Agirre
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Retrofitting Word Representations for Unsupervised Sense Aware Word Similarities
Steffen Remus
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Chris Biemann
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SimLex-999 for Polish
Agnieszka Mykowiecka
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Małgorzata Marciniak
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Piotr Rychlik
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DeepAlignment: Unsupervised Ontology Matching with Refined Word Vectors
Prodromos Kolyvakis
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Alexandros Kalousis
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Dimitris Kiritsis
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Analysis Methods in Neural Language Processing: A Survey
Yonatan Belinkov
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James Glass
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SemEval-2018 Task 10: Capturing Discriminative Attributes
Alicia Krebs
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Alessandro Lenci
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Denis Paperno
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BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes
Enrico Santus
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Chris Biemann
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Emmanuele Chersoni
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Capturing Discriminative Attributes in a Distributional Space: Task Proposal
Alicia Krebs
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Denis Paperno
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Evaluating Informal-Domain Word Representations With UrbanDictionary
Naomi Saphra
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Evaluating word embeddings with fMRI and eye-tracking
Anders Søgaard
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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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Fully Delexicalized Contexts for Syntax-Based Word Embeddings
Jenna Kanerva
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Sampo Pyysalo
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Filip Ginter
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Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings
Pamela Shapiro
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Kevin Duh
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Jointly Embedding Entities and Text with Distant Supervision
Denis Newman-Griffis
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Albert M Lai
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Eric Fosler-Lussier
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No URLs Found
Field Of Study
Linguistic Trends
Distributional Semantics
Embeddings
Task
Sentiment Analysis
Language
Multilingual
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