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IJCNLP
2005
Springer
15 years 11 months ago
Automatic Image Annotation Using Maximum Entropy Model
Automatic image annotation is a newly developed and promising technique to provide semantic image retrieval via text descriptions. It concerns a process of automatically labeling t...
Wei Li, Maosong Sun
IJCNLP
2005
Springer
15 years 11 months ago
A Method of Recognizing Entity and Relation
The entity and relation recognition, i.e. (1) assigning semantic classes to entities in a sentence, and (2) determining the relations held between entities, is an important task in...
Xinghua Fan, Maosong Sun
IJCNLP
2005
Springer
15 years 11 months ago
Acquiring Synonyms from Monolingual Comparable Texts
This paper presents a method for acquiring synonyms from monolingual comparable text (MCT). MCT denotes a set of monolingual texts whose contents are similar and can be obtained au...
Mitsuo Shimohata, Eiichiro Sumita
IJCNLP
2005
Springer
15 years 11 months ago
A Chunking Strategy Towards Unknown Word Detection in Chinese Word Segmentation
This paper proposes a chunking strategy to detect unknown words in Chinese word segmentation. First, a raw sentence is pre-segmented into a sequence of word atoms 1 using a maximum...
Guodong Zhou
IJCNLP
2005
Springer
15 years 11 months ago
Regularisation Techniques for Conditional Random Fields: Parameterised Versus Parameter-Free
Recent work on Conditional Random Fields (CRFs) has demonstrated the need for regularisation when applying these models to real-world NLP data sets. Conventional approaches to regu...
Andrew Smith, Miles Osborne