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Abstract: This article reviews a range of work, from psychologically motivated models evaluated mainly for their ability to explain human behavior, to models which support the development of autonomous systems. Although the ultimate goal of many researchers developing such models is to understand situated language use, at present the models address only limited aspects of word meaning, learning and use. Eventually, grammatical and social aspects of language must also be addressed, but currently stand as... (Update)
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0.8: Why Verbs are Harder to Learn than Nouns: Initial Insights.. - Fleischman, Roy (2005) (Correct)
0.7: Grounded Situation Models for Robots: Where words and percepts.. - Mavridis, Roy (2006) (Correct)
0.7: Visual Context Driven Semantic Priming of Speech Recognition.. - Roy, Mukherjee (2003) (Correct)
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BibTeX entry: (Update)
@misc{ roy-grounding,
author = "Deb Roy",
title = "Grounding Words in Perception and Action: Computational Insights",
url = "citeseer.ist.psu.edu/roy05grounding.html" }
Citations (may not include all citations):2319 Elements of Information Theory (context) - Cover, Thomas - 1991
1044 Maintaining knowledge about temporal intervals (context) - Allen - 1983
519 and the structure of discourse (context) - Grosz, Sidner - 1986
431 A tutorial on support vector machines for pattern recognitio.. - Burges - 1998
257 Wordnet: A lexical database for english (context) - Miller - 1995
212 The symbol grounding problem - Harnad - 1990
178 Metaphors We Live By (context) - Lakoff, Johnson - 1980
144 Analyzing intention in utterances (context) - Allen, Perrault - 1980
142 Elements of a plan-based theory of speech acts (context) - Cohen, Perrault - 1979
140 Cyc: A large-scale investment in knowledge infrastructure - Lenat - 1995
131 The computer for the 21st century (context) - Weiser - 1999
107 Matching words and pictures - Barnard - 2003
97 An application of recurrent nets to phone probability estima.. - Robinson - 1994
89 Word and Object (context) - Quine - 1960
77 Using Language - Clark - 1996
32 Learning words from sights and sounds: A computational model - Roy, Pentland - 2002
31 The Construction of Reality in the Child (context) - Piaget - 1954
31 Schema theory (context) - Arbib - 2003
30 Learnability and Cognition (context) - Pinker - 1989
28 Integration of visual and linguistic information during spok.. (context) - Tanenhaus - 1995
21 Force dynamics in language and cognition (context) - Talmy - 1988
19 The Human Semantic Potential (context) - Regier - 1996
18 Language games for autonomous robots (context) - Steels - 2001
15 A new way to represent the relative position between areal o.. (context) - Matsakis, Wendling - 1999
15 Comprehension: A Paradigm for Cognition (context) - Kintsch - 1998
15 VIsual TRAnslator: Linking Perceptions and Natural Language .. - Herzog, Wazinski - 1994
12 How Children Learn the Meanings of Words (context) - Bloom - 2000
12 Mental Models: Towards a Cognitive Science of Language (context) - Johnson-Laird - 1983
11 From robotic toil to symbolic theft: Grounding transfer from.. - Cangelosi - 2000
11 Learning visually-grounded words and syntax for a scene desc.. - Roy - 2002
10 Perceptual symbol systems (context) - Barsalou - 1999
9 Grounding the lexical semantics of verbs in visual perceptio.. (context) - Siskind - 2001
9 Spatial language for human-robot dialogs (context) - Skubic - 2004
7 On discriminative vs (context) - Ng, Jordan - 2002
5 Situation models in language comprehension and memory (context) - Zwaan, Radvansky - 1998
5 Grounded semantic composition for visual scenes - Gorniak, Roy - 2004
5 Symbol grounding or the emergence of symbols (context) - Plunkett - 1992
4 Grounded spoken language acquisition: Experiments in word le.. - Roy - 2003
4 Semiotic schemas: A framework for grounding language in acti.. (context) - Roy
4 Human variation and lexical choice (context) - Reiter, Sripada - 2002
4 Moving right along: A computational model of metaphoric reas.. - Narayanan - 1999
3 Toward a mechanistic psychology of dialogue (context) - Pickering, Garrod - 2004
3 Mental imagery for a conversational robot (context) - Roy - 2004
3 The role of embodied intention in early lexical acquisition - Yu
3 Linguistically mediated visual search (context) - Spivey - 2001
2 Embodied lexical development (context) - Bailey - 1997
2 Physical symbol systems (context) - Simon - 1980
2 Emergent constraints on word-learning: A computational persp.. (context) - Regier - 2003
2 A multimodal learning interface for grounding spoken languag.. (context) - Yu, Ballard - 2004
2 Choosing words in computer-generated weather forecasts (context) - Reiter
1 Conceptual Spaces: The Geometry of Thought (context) - rdenfors - 2000
1 eds Artificial Intelligence: Special Issue on Connecting Lan.. (context) - Reiter, Roy
1 An attentional constraint on spatial meaning (context) - Regier, Zheng - 2003
1 Grounding language in action (context) - Glenberg, Kaschak - 2002
1 A computational model for color naming and describing color .. (context) - Mojsilovic - 2005
1 Seeing and Acting (context) - Coventry, Garrod - 2004
1 The Emergemce of Symbols (context) - Bates - 1979
1 Sort-of symbols (context) - Dennett, Viger - 1999
1 Computational Lexical Semantics (context) - Saint-Dizier, Viegas - 1995
1 Mother's speech to children learning language (context) - Snow - 1972
1 Actions and affordances in syntactic ambiguity resolution (context) - Chambers - 2004
1 The brain's concepts: The role of the sensorymotor system in.. (context) - Gallese, Lakoff
1 Contentful mental states for robot baby - Cohen - 2002
1 Towards situated speech understanding: Visual context primin.. (context) - Roy, Mukherjee - 2005
1 The orchestration of the sensorymotor systems: Clues from ne.. (context) - Mahon, Caramazza
1 The computational modeling of analogy-making (context) - French - 2002
Documents on the same site (http://www.media.mit.edu/cogmac/publications.html): More
Learning Visually-Grounded Words and Syntax for a Scene Description .. - Roy (Correct)
Grounded Situation Models for Robots: Bridging Language.. - Mavridis, Roy (2005) (Correct)
Situated Language Understanding as Filtering Perceived.. - Gorniak, Roy (2006) (Correct)
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