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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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Paper Details:
Month: October
Year: 2014
Location: Doha, Qatar
Venue:
EMNLP |
SIG: SIGDAT
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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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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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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Multiview LSA: Representation Learning via Generalized CCA
Pushpendre Rastogi
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Benjamin Van Durme
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Raman Arora
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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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Entity Hierarchy Embedding
Zhiting Hu
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Poyao Huang
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Yuntian Deng
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Yingkai Gao
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Eric Xing
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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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Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search
Jamie Kiros
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William Chan
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Geoffrey Hinton
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Enriching Word Sense Embeddings with Translational Context
Mehdi Ghanimifard
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Richard Johansson
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Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis
Angeliki Lazaridou
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Dat Tien Nguyen
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Marco Baroni
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Limitations of Cross-Lingual Learning from Image Search
Mareike Hartmann
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Anders Søgaard
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http://mattmahoney.net/dc/textdata.html
Field Of Study
Linguistic Trends
Distributional Semantics
Embeddings
Task
Tagging
Approach
Deep Learning
Representation Learning
Language
English
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