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IJCAI
2003
15 years 8 months ago
Statistics Gathering for Learning from Distributed, Heterogeneous and Autonomous Data Sources
With the growing use of distributed information networks, there is an increasing need for algorithmic and system solutions for data-driven knowledge acquisition using distributed,...
Doina Caragea, Jaime Reinoso, Adrian Silvescu, Vas...
153
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FLAIRS
2003
15 years 8 months ago
Orthographic Case Restoration Using Supervised Learning Without Manual Annotation
One challenge in text processing is the treatment of case insensitive documents such as speech recognition results. The traditional approach is to re-train a language model exclud...
Cheng Niu, Wei Li 0003, Jihong Ding, Rohini K. Sri...
ICML
2004
IEEE
16 years 7 months ago
Learning first-order rules from data with multiple parts: applications on mining chemical compound data
Inductive learning of first-order theory based on examples has serious bottleneck in the enormous hypothesis search space needed, making existing learning approaches perform poorl...
Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numa...
AUSAI
2007
Springer
16 years 29 days ago
Evaluation of Connectives Acquisition in a Humanoid Robot Using Direct Physical Feedback
In this paper, we propose a method where humanoid robot acquires meanings of grammatical connectives using direct physical feedback from human. Our system acquired 70% connectives ...
Dai Hasegawa, Rafal Rzepka, Kenji Araki
FLAIRS
2006
15 years 8 months ago
Natural Language Annotations for Question Answering
This paper presents strategies and lessons learned from the use of natural language annotations to facilitate question answering in the START information access system.
Boris Katz, Gary C. Borchardt, Sue Felshin