Learning perceptually grounded word meanings from unaligned parallel data

作者: Stefanie Tellex , Pratiksha Thaker , Joshua Joseph , Nicholas Roy

DOI: 10.1007/S10994-013-5383-2

关键词:

摘要: … grounded, compositional word meanings from an unaligned parallel corpus. By focusing on … To learn from an unaligned corpus, we derive a new training algorithm for the Generalized …

参考文章(37)
Daniel Jurafsky, Adam Vogel, Learning to Follow Navigational Directions meeting of the association for computational linguistics. pp. 806- 814 ,(2010)
Paul E. Rybski, Kevin Yoon, Jeremy Stolarz, Manuela M Veloso, Interactive robot task training through dialog and demonstration Proceeding of the ACM/IEEE international conference on Human-robot interaction - HRI '07. pp. 49- 56 ,(2007) , 10.1145/1228716.1228724
Nikolaos Mavridis, Deb Roy, Grounded Situation Models for Robots: Where words and percepts meet intelligent robots and systems. pp. 4690- 4697 ,(2006) , 10.1109/IROS.2006.282258
David L. Chen, Raymond J. Mooney, Learning to interpret natural language navigation instructions from observations national conference on artificial intelligence. pp. 859- 865 ,(2011)
Raymond Mooney, Yuk Wah Wong, Learning Synchronous Grammars for Semantic Parsing with Lambda Calculus meeting of the association for computational linguistics. pp. 960- 967 ,(2007)
S. R. K. Branavan, Harr Chen, Luke S. Zettlemoyer, Regina Barzilay, Reinforcement Learning for Mapping Instructions to Actions international joint conference on natural language processing. pp. 82- 90 ,(2009) , 10.3115/1687878.1687892
Steven E. Boer, Ray Jackendoff, Semantics and Cognition. The Philosophical Review. ,vol. 94, pp. 111- ,(1985) , 10.2307/2184719
Stefan Schaal, Auke Ijspeert, Aude Billard, Computational approaches to motor learning by imitation Philosophical Transactions of the Royal Society B. ,vol. 358, pp. 537- 547 ,(2003) , 10.1098/RSTB.2002.1258
Staffan Ekvall, Danica Kragic, Robot Learning from Demonstration: A Task-level Planning Approach International Journal of Advanced Robotic Systems. ,vol. 5, pp. 223- 234 ,(2008) , 10.5772/5611
Raymond J. Mooney, Cynthia A. Thompson, Acquiring word-meaning mappings for natural language interfaces Journal of Artificial Intelligence Research. ,vol. 18, pp. 1- 44 ,(2003) , 10.1613/JAIR.1063