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Visual Information in Semantic Representation
Yansong Feng
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Mirella Lapata
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Paper Details:
Month: June
Year: 2010
Location: Los Angeles, California
Venue:
NAACL |
Citations
URL
Multimodal Grounding for Language Processing
Lisa Beinborn
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Teresa Botschen
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Iryna Gurevych
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Grounded Models of Semantic Representation
Carina Silberer
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Mirella Lapata
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A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities
Stephen Roller
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Sabine Schulte im Walde
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Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts
Andrew J. Anderson
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Elia Bruni
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Ulisse Bordignon
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Massimo Poesio
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Marco Baroni
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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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Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can’t See What I Mean
Felix Hill
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Anna Korhonen
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Visual Bilingual Lexicon Induction with Transferred ConvNet Features
Douwe Kiela
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Ivan Vulić
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Stephen Clark
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Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception
Douwe Kiela
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Stephen Clark
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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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A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
Melissa Ailem
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Bowen Zhang
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Aurelien Bellet
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Pascal Denis
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Fei Sha
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Crossmodal Network-Based Distributional Semantic Models
Elias Iosif
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Alexandros Potamianos
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Combining Language and Vision with a Multimodal Skip-gram Model
Angeliki Lazaridou
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Nghia The Pham
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Marco Baroni
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Visualizing Deep-Syntactic Parser Output
Juan Soler-Company
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Miguel Ballesteros
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Bernd Bohnet
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Simon Mille
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Leo Wanner
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Distributional Semantics in Technicolor
Elia Bruni
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Gemma Boleda
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Marco Baroni
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Nam-Khanh Tran
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Models of Semantic Representation with Visual Attributes
Carina Silberer
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Vittorio Ferrari
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Mirella Lapata
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VSEM: An open library for visual semantics representation
Elia Bruni
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Ulisse Bordignon
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Adam Liska
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Jasper Uijlings
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Irina Sergienya
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Learning Grounded Meaning Representations with Autoencoders
Carina Silberer
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Mirella Lapata
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Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world
Angeliki Lazaridou
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Elia Bruni
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Marco Baroni
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Distributed Representations of Geographically Situated Language
David Bamman
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Chris Dyer
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Noah A. Smith
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Improving Multi-Modal Representations Using Image Dispersion: Why Less is Sometimes More
Douwe Kiela
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Felix Hill
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Anna Korhonen
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Stephen Clark
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Perceptually Grounded Selectional Preferences
Ekaterina Shutova
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Niket Tandon
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Gerard de Melo
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Grounding Semantics in Olfactory Perception
Douwe Kiela
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Luana Bulat
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Stephen Clark
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MMFeat: A Toolkit for Extracting Multi-Modal Features
Douwe Kiela
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Obtaining referential word meanings from visual and distributional information: Experiments on object naming
Sina Zarrieß
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David Schlangen
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Bridging Languages through Images with Deep Partial Canonical Correlation Analysis
Guy Rotman
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Ivan Vulić
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Roi Reichart
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Grounding Action Descriptions in Videos
Michaela Regneri
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Marcus Rohrbach
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Dominikus Wetzel
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Stefan Thater
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Bernt Schiele
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Manfred Pinkal
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Multi-Modal Models for Concrete and Abstract Concept Meaning
Felix Hill
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Roi Reichart
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Anna Korhonen
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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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Measuring the semantic relatedness between words and images
Chee Wee Leong
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Rada Mihalcea
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Distributional semantics from text and images
Elia Bruni
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Giang Binh Tran
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Marco Baroni
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