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NIPS
2004
15 years 8 months ago
Semi-Markov Conditional Random Fields for Information Extraction
We describe semi-Markov conditional random fields (semi-CRFs), a conditionally trained version of semi-Markov chains. Intuitively, a semiCRF on an input sequence x outputs a "...
Sunita Sarawagi, William W. Cohen
MC
2001
15 years 8 months ago
Interaction with Multiply Linked Image Maps: Smooth Extraction of Embedded Text
In this paper we introduce a new technique for presenting textual information within images and for enabling users to interact with these texts. Our method relies on shading image...
Thomas Strothotte, Wallace Chigona, Marcel Gö...
NIPS
2004
15 years 8 months ago
Inference, Attention, and Decision in a Bayesian Neural Architecture
We study the synthesis of neural coding, selective attention and perceptual decision making. We build a hierarchical neural architecture that implements Bayesian integration of no...
Angela J. Yu, Peter Dayan
NIPS
2004
15 years 8 months ago
Algebraic Set Kernels with Application to Inference Over Local Image Representations
This paper presents a general family of algebraic positive definite similarity functions over spaces of matrices with varying column rank. The columns can represent local regions ...
Amnon Shashua, Tamir Hazan
NAACL
2001
15 years 8 months ago
A Probabilistic Earley Parser as a Psycholinguistic Model
In human sentence processing, cognitive load can be defined many ways. This report considers a definition of cognitive load in terms of the total probability of structural options...
John Hale