ACL RD-TEC 1.0 Summarization of W06-2608
Paper Title:
SYNTAGMATIC KERNELS: A WORD SENSE DISAMBIGUATION CASE STUDY
SYNTAGMATIC KERNELS: A WORD SENSE DISAMBIGUATION CASE STUDY
Authors: Claudio Giuliano and Alfio Gliozzo and Carlo Strapparava
Primarily assigned technology terms:
- algorithm
- classification
- clustering
- clustering technique
- computational linguistics
- computer science
- computing
- cross-validation
- disambiguation
- dynamic programming
- dynamic programming implementation
- entity recognition
- extraction technique
- feature extraction
- feature mapping
- inner product
- kernel
- kernels
- language processing
- latent semantic analysis
- latent semantic kernel
- learning
- learning algorithm
- learning framework
- learning process
- mapping function
- matching
- modeling
- named entity recognition
- natural language processing
- nlp
- pos kernel
- processing
- recognition
- relation extraction
- reporting
- semantic analysis
- semisupervised learning
- sense annotation
- sense disambiguation
- sequence kernel
- supervised learning
- supervised learning algorithm
- supervised learning framework
- support vector machines
- termclustering
- tree kernels
- unsupervised learning
- unsupervised learning algorithm
- vector space model
- word sense disambiguation
Other assigned terms:
- alphabet
- ambiguity
- annotation
- approach
- bag of words
- bigram
- case
- classification performance
- cluster
- coherence
- collocation
- corpora
- data sets
- document
- document frequency
- domain model
- english corpus
- entailment
- fact
- feature
- feature space
- highdimensional feature space
- hyponym
- hyponyms
- implementation
- index
- input string
- inverse document frequency
- kernel function
- knowledge
- language processing tasks
- large corpora
- large corpus
- latent semantic
- learning schema
- lemmata
- lexical knowledge
- lexical polysemy
- lexical resource
- lexical resources
- linear combination
- linguistic
- linguistics
- local context
- mapping
- meaning
- measure
- measures
- methodology
- n-gram
- named entities
- named entity
- names
- natural language
- natural language processing tasks
- nlp tasks
- paradigmatic information
- parse
- polysemy
- pos tag
- process
- processing tasks
- programming implementation
- proposition
- relation
- schema
- semantic
- sense distinction
- sentence
- similarity matrix
- similarity measures
- similarity metric
- substitutability
- supervised learning schema
- support vector
- symbols
- synonyms
- synonymy
- synset
- synsets
- syntagmatic information
- syntagmatic similarity
- tags
- target word
- technique
- term
- term similarity
- terms
- text
- topics
- training
- training data
- tree
- trees
- unlabeled corpora
- unlabeled corpus
- vector space
- verb
- vocabulary
- word
- word level
- word sense
- word sequence
- word sequences
- word-net
- wordnet
- wordnet synsets
- words
