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» Structured Sparsity in Structured Prediction
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CIKM
2011
Springer
14 years 1 months ago
Semi-supervised multi-task learning of structured prediction models for web information extraction
Extracting information from web pages is an important problem; it has several applications such as providing improved search results and construction of databases to serve user qu...
Paramveer S. Dhillon, Sundararajan Sellamanickam, ...
ACL
2007
15 years 3 months ago
Learning Predictive Structures for Semantic Role Labeling of NomBank
This paper presents a novel application of Alternating Structure Optimization (ASO) to the task of Semantic Role Labeling (SRL) of noun predicates in NomBank. ASO is a recently pr...
Chang Liu, Hwee Tou Ng
SIGIR
2002
ACM
15 years 1 months ago
Predicting category accesses for a user in a structured information space
In a categorized information space, predicting users' information needs at the category level can facilitate personalization, caching and other topic-oriented services. This ...
Mao Chen, Andrea S. LaPaugh, Jaswinder Pal Singh
INLG
2010
Springer
14 years 12 months ago
Named Entity Generation Using Sampling-based Structured Prediction
The problem of Named Entity Generation is expressed as a conditional probability model over a structured domain. By defining a factor-graph model over the mentions of a text, we o...
Guillaume Bouchard
BIOCOMP
2006
15 years 3 months ago
Structure Prediction of Potato Large Subunit ADP - Glucose Pyrophosphorylase
- ADP-glucose pyrophosphorylase, a key enzyme involved in the biosynthesis of starch in higher plants, is composed of pairs of large (LS) and small subunits (SS). Its catalytic act...
Aytug Tuncel, I. Halil Kavakli, Ozlem Keskin