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ICMI
2005
Springer
136views Biometrics» more  ICMI 2005»
14 years 2 months ago
Probabilistic grounding of situated speech using plan recognition and reference resolution
Situated, spontaneous speech may be ambiguous along acoustic, lexical, grammatical and semantic dimensions. To understand such a seemingly difficult signal, we propose to model th...
Peter Gorniak, Deb Roy
NLPRS
2001
Springer
14 years 1 months ago
A Hierarchical EM Approach to Word Segmentation
We propose a simple two-level hierarchical probability model for unsupervised word segmentation. By treating words as strings composed of morphemes/phonemes which are themselves c...
Fuchun Peng, Dale Schuurmans
EMNLP
2009
13 years 6 months ago
Generalized Expectation Criteria for Bootstrapping Extractors using Record-Text Alignment
Traditionally, machine learning approaches for information extraction require human annotated data that can be costly and time-consuming to produce. However, in many cases, there ...
Kedar Bellare, Andrew McCallum
FLAIRS
2007
13 years 11 months ago
Probabilistic Task Content Modeling for Episodic Textual Narratives
Episodic knowledge is often stored in the form of textual narratives written in natural language. However, a large repository of such narratives will contain both repetitive and n...
Eni Mustafaraj, Martin Hoof, Bernd Freisleben
ECCC
2010
98views more  ECCC 2010»
13 years 6 months ago
Efficient Semantic Communication via Compatible Beliefs
In previous works, Juba and Sudan [6] and Goldreich, Juba and Sudan [4] considered the idea of "semantic communication", wherein two players, a user and a server, attemp...
Brendan Juba, Madhu Sudan