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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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Paper Details:
Month: June
Year: 2014
Location: Baltimore, Maryland
Venue:
ACL |
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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Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics
Douwe Kiela
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Léon Bottou
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Distributional vectors encode referential attributes
Abhijeet Gupta
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Gemma Boleda
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Marco Baroni
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Sebastian Padó
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Building a shared world: mapping distributional to model-theoretic semantic spaces
Aurélie Herbelot
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Eva Maria Vecchi
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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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Is this a Child, a Girl or a Car? Exploring the Contribution of Distributional Similarity to Learning Referential Word Meanings
Sina Zarrieß
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David Schlangen
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Distributional Modeling on a Diet: One-shot Word Learning from Text Only
Su Wang
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Stephen Roller
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Katrin Erk
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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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Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships
Mohit Iyyer
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Anupam Guha
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Snigdha Chaturvedi
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Jordan Boyd-Graber
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Hal Daumé III
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Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning
Angeliki Lazaridou
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Georgiana Dinu
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Marco Baroni
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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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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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Do Neural Network Cross-Modal Mappings Really Bridge Modalities?
Guillem Collell
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Marie-Francine Moens
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From Visual Attributes to Adjectives through Decompositional Distributional Semantics
Angeliki Lazaridou
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Georgiana Dinu
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Adam Liska
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Marco Baroni
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Enriching Word Sense Embeddings with Translational Context
Mehdi Ghanimifard
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Richard Johansson
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A Hybrid Distributional and Knowledge-based Model of Lexical Semantics
Nikolaos Aletras
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Mark Stevenson
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Distributional Semantics in Use
Raffaella Bernardi
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Gemma Boleda
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Raquel Fernández
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Denis Paperno
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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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Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell
Pia Sommerauer
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Antske Fokkens
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http://www.cs.cmu.edu/
http://clic.cimec.unitn.it/vsem/
http://wacky.sslmit.unibo.it
Field Of Study
Linguistic Trends
Distributional Semantics
Embeddings
Task
Information Retrieval
Machine Translation
Approach
Deep Learning
Semi-supervised Learning
Dataset
Child-directed Speech
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