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» Natural Language Processing (almost) from Scratch
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NLPRS
2001
Springer
15 years 2 months ago
A Simple Closed-Class/Open-Class Factorization for Improved Language Modeling
We describe a simple improvement to ngram language models where we estimate the distribution over closed-class (function) words separately from the conditional distribution of ope...
Fuchun Peng, Dale Schuurmans
EMNLP
2009
14 years 7 months ago
Semi-supervised Semantic Role Labeling Using the Latent Words Language Model
Semantic Role Labeling (SRL) has proved to be a valuable tool for performing automatic analysis of natural language texts. Currently however, most systems rely on a large training...
Koen Deschacht, Marie-Francine Moens
NLDB
2004
Springer
15 years 3 months ago
Automatic Report Generation from Ontologies: The MIAKT Approach
This paper presented an approach for automatic generation of reports from domain ontologies encoded in Semantic Web standards like OWL. The paper identifies the challenges that ne...
Kalina Bontcheva, Yorick Wilks
POLICY
2005
Springer
15 years 3 months ago
Deriving Semantic Models from Privacy Policies
Natural language policies describe interactions between and across organizations, third-parties and individuals. However, current policy languages are limited in their ability to ...
Travis D. Breaux, Annie I. Antón
EMNLP
2010
14 years 8 months ago
Mining Name Translations from Entity Graph Mapping
This paper studies the problem of mining entity translation, specifically, mining English and Chinese name pairs. Existing efforts can be categorized into (a) a transliterationbas...
Gae-won You, Seung-won Hwang, Young-In Song, Long ...