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ICIA
2007
13 years 11 months ago
Eye Gaze for Attention Prediction in Multimodal Human-Machine Conversation
In a conversational system, determining a user’s focus of attention is crucial to the success of the system. Motivated by previous psycholinguistic findings, we are currently e...
Zahar Prasov, Joyce Yue Chai, Hogyeong Jeong
NIPS
2007
13 years 10 months ago
Multi-task Gaussian Process Prediction
In this paper we investigate multi-task learning in the context of Gaussian Processes (GP). We propose a model that learns a shared covariance function on input-dependent features...
Edwin V. Bonilla, Kian Ming Chai, Christopher K. I...
METMBS
2004
196views Mathematics» more  METMBS 2004»
13 years 10 months ago
An Open Problem in RNA Secondary Structure Prediction by the Comparative Approach
Abstract One approach to predict the secondary structure of RNA is the comparative approach. This approach is used when alignment of several homologous sequences of a RNA is availa...
Stefan Engelen, Fariza Tahi
PROMISE
2010
13 years 3 months ago
Replication of defect prediction studies: problems, pitfalls and recommendations
Background: The main goal of the PROMISE repository is to enable reproducible, and thus verifiable or refutable research. Over time, plenty of data sets became available, especial...
Thilo Mende
EMNLP
2011
12 years 8 months ago
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions
We introduce a novel machine learning framework based on recursive autoencoders for sentence-level prediction of sentiment label distributions. Our method learns vector space repr...
Richard Socher, Jeffrey Pennington, Eric H. Huang,...