ACL RD-TEC 1.0 Summarization of W04-0856
Paper Title:
PATTERN ABSTRACTION AND TERM SIMILARITY FOR WORD SENSE DISAMBIGUATION: IRST AT SENSEVAL-3
PATTERN ABSTRACTION AND TERM SIMILARITY FOR WORD SENSE DISAMBIGUATION: IRST AT SENSEVAL-3
Authors: Carlo Strapparava and Alfio Gliozzo and Claudiu Giuliano
Primarily assigned technology terms:
- algorithm
- categorization
- classi cation
- clustering
- computational linguistics
- computer science
- ddd algorithm
- dimensionality reduction
- disambiguation
- domain detection
- domain driven disambiguation
- domain relevance estimation
- expectation maximization
- expectation maximization algorithm
- indexing
- induction
- induction algorithm
- information extraction
- information retrieval
- inner product
- kernel
- kernels
- knowledge acquisition
- latent semantic analysis
- latent semantic indexing
- learning
- learning algorithm
- learning algorithms
- lexical disambiguation
- lsa approach
- machine learning
- mapping function
- matching
- maximization algorithm
- nlp
- parsing
- pattern abstraction
- pos kernel
- relevance estimation
- scoring
- semantic analysis
- semantic indexing
- sense disambiguation
- similarity estimation
- supervised learning
- support vector machine
- support vector machines
- text categorization
- unsupervised learning
- unsupervised technique
- vector representation
- vector space model
- word sense disambiguation
- wrapper induction
Other assigned terms:
- ambiguity
- ambiguous words
- analogy
- annotation
- approach
- bag of words
- basque
- bigram
- biology
- case
- catalan
- coherence
- collocation
- concepts
- corpora
- data structures
- dictionaries
- dimensionality
- distribution
- document
- document similarity
- document vectors
- domain information
- estimation
- external knowledge
- feature
- feature description
- feature space
- frequency distribution
- gaussian mixture
- gaussian mixture model
- heuristic
- kernel function
- knowledge
- knowledge acquisition bottleneck
- labeling
- large scale corpus
- latent semantic
- learning schema
- lemma
- lemmata
- lexical ambiguity
- lexical resource
- lexicon
- likelihood
- linguistic
- linguistics
- local frequency count
- mapping
- meanings
- measure
- measures
- methodology
- nlp tasks
- noise
- nouns
- paradigmatic information
- portability
- precision
- probabilities
- representations
- schema
- semantic
- semantic network
- semcor
- sense distinction
- sentence
- sources of information
- sparse data
- statistics
- subjectivity
- supervised learning schema
- support vector
- svms
- synonyms
- synset
- synsets
- syntactic patterns
- syntagmatic information
- taxonomy
- technique
- term
- term similarity
- terms
- test data
- test phase
- text
- training
- training data
- training phase
- transformation
- trigram
- vector space
- word
- word meanings
- word order
- word sense
- word senses
- word sequence
- word sequences
- wordnet
- wordnet domains
- words
- wrapper
