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» Noun phrase chunking with APL2
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PR
2008
141views more  PR 2008»
13 years 6 months ago
Robust and efficient multiclass SVM models for phrase pattern recognition
Phrase pattern recognition (phrase chunking) refers to automatic approaches for identifying predefined phrase structures in a stream of text. Support vector machines (SVMs)-based ...
Yu-Chieh Wu, Yue-Shi Lee, Jie-Chi Yang
ACL
2006
13 years 7 months ago
Exact Decoding for Jointly Labeling and Chunking Sequences
There are two decoding algorithms essential to the area of natural language processing. One is the Viterbi algorithm for linear-chain models, such as HMMs or CRFs. The other is th...
Nobuyuki Shimizu, Andrew R. Haas
COLING
2002
13 years 5 months ago
Shallow Language Processing Architecture for Bulgarian
This paper describes LINGUA - an architecture for text processing in Bulgarian. First, the pre-processing modules for tokenisation, sentence splitting, paragraph segmentation, par...
Hristo Tanev, Ruslan Mitkov
AICS
2009
13 years 3 months ago
Using Shallow Natural Language Processing in a Just-In-Time Information Retrieval Assistant for Bloggers
Abstract. Just-In-Time Information Retrieval agents proactively retrieve information based on queries that are implicit in, and formulated from, the user's current context, su...
Ang Gao, Derek G. Bridge
EMNLP
2007
13 years 7 months ago
Finding Good Sequential Model Structures using Output Transformations
In Sequential Viterbi Models, such as HMMs, MEMMs, and Linear Chain CRFs, the type of patterns over output sequences that can be learned by the model depend directly on the modelâ...
Edward Loper