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Grounded Models of Semantic Representation
Carina Silberer
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Mirella Lapata
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Paper Details:
Month: July
Year: 2012
Location: Jeju Island, Korea
Venue:
CoNLL |
EMNLP |
Citations
URL
Multimodal Grounding for Language Processing
Lisa Beinborn
|
Teresa Botschen
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Iryna Gurevych
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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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Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics
Douwe Kiela
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Léon Bottou
|
Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can’t See What I Mean
Felix Hill
|
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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Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain
Luana Bulat
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Stephen Clark
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Ekaterina Shutova
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Associative Multichannel Autoencoder for Multimodal Word Representation
Shaonan Wang
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Jiajun Zhang
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Chengqing Zong
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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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Clustering and Diversifying Web Search Results with Graph-Based Word Sense Induction
Antonio Di Marco
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Roberto Navigli
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A Quantum-Theoretic Approach to Distributional Semantics
William Blacoe
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Elham Kashefi
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Mirella Lapata
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Black Holes and White Rabbits: Metaphor Identification with Visual Features
Ekaterina Shutova
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Douwe Kiela
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Jean Maillard
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Vision and Feature Norms: Improving automatic feature norm learning through cross-modal maps
Luana Bulat
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Douwe Kiela
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Stephen Clark
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Quantifying the Visual Concreteness of Words and Topics in Multimodal Datasets
Jack Hessel
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David Mimno
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Lillian Lee
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The Emergence of Semantics in Neural Network Representations of Visual Information
Dhanush Dharmaretnam
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Alona Fyshe
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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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Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based Meaning
Alona Fyshe
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Partha P. Talukdar
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Brian Murphy
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Tom M. Mitchell
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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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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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Grounding Semantics in Olfactory Perception
Douwe Kiela
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Luana Bulat
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Stephen Clark
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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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See No Evil, Say No Evil: Description Generation from Densely Labeled Images
Mark Yatskar
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Michel Galley
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Lucy Vanderwende
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Luke Zettlemoyer
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Feature Norms of German Noun Compounds
Stephen Roller
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Sabine Schulte im Walde
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Towards README-EVAL : Interpreting README File Instructions
James White
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Spectral Graph-Based Method of Multimodal Word Embedding
Kazuki Fukui
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Takamasa Oshikiri
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Hidetoshi Shimodaira
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If Sentences Could See: Investigating Visual Information for Semantic Textual Similarity
Goran Glavaš
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Ivan Vulić
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Simone Paolo Ponzetto
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http://www.usf.edu/Freeassociation
http://www.cs.technion.ac.il/
Field Of Study
Linguistic Trends
Discourse
Lexical Semantics
Task
Semantic Similarity
Information Retrieval
Approach
Generative Model
Graphical Model
Language
English
Dataset
News
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