ACL RD-TEC 1.0 Summarization of P05-1050
Paper Title:
DOMAIN KERNELS FOR WORD SENSE DISAMBIGUATION
DOMAIN KERNELS FOR WORD SENSE DISAMBIGUATION
Authors: Alfio Gliozzo and Claudio Giuliano and Carlo Strapparava
Primarily assigned technology terms:
- algorithm
- bag-of-words kernel
- categorization
- classi er
- clustering
- comparative analysis
- computer science
- computing
- decomposition
- disambiguation
- domain kernels
- feature representation
- idf term weighting
- information retrieval
- inner product
- kernel
- kernels
- knowledge acquisition
- language processing
- latent semantic analysis
- latent semantic kernel
- learning
- learning algorithm
- learning framework
- learning process
- mapping function
- modeling
- natural language processing
- nlp
- parser
- pos kernel
- processing
- reporting
- semantic analysis
- sense disambiguation
- sequence kernel
- singular value decomposition
- string kernel
- supervised disambiguation
- supervised learning
- supervised learning framework
- supervised word sense disambiguation
- support vector machines
- term clustering
- term weighting
- text categorization
- training algorithm
- tree kernel
- unsupervised technique
- vector space model
- weighting
- word sense disambiguation
- wsd algorithm
Other assigned terms:
- acquisition technique
- ambiguity
- ambiguous words
- analogy
- annotator
- approach
- case
- catalan
- cluster
- clusters
- collocation
- comprehension
- concepts
- corpora
- cosine similarity
- dimensionality
- disambiguation system
- document
- document frequency
- domain model
- experimental results
- external knowledge
- external knowledge source
- feature
- feature space
- implementation
- input string
- inter annotator agreement
- inverse document frequency
- kernel function
- knowledge
- knowledge acquisition bottleneck
- labeled training data
- large corpus
- latent semantic
- latent semantic space
- lemmata
- lexical ambiguity
- lexical resource
- lexical resources
- lexicon
- linguistic
- mapping
- maps
- meaning
- methodology
- n-gram
- natural language
- nlp tasks
- opinion
- parse
- part of speech
- polysemy
- portability
- process
- schema
- semantic
- semantic domain
- semantic space
- semcor
- sense distinction
- sense distinctions
- sentence
- sentences
- support vector
- symbols
- syntactic information
- syntagmatic similarity
- tagged corpora
- technique
- term
- terms
- text
- topics
- training
- training data
- tree
- trees
- unlabeled corpora
- untagged corpora
- vector space
- vocabulary
- word
- word sense
- word sequence
- wordnet
- wordnet domains
- words
