ACL RD-TEC 1.0 Summarization of W06-1670
Paper Title:
BROAD-COVERAGE SENSE DISAMBIGUATION AND INFORMATION EXTRACTION WITH A SUPERSENSE SEQUENCE TAGGER
BROAD-COVERAGE SENSE DISAMBIGUATION AND INFORMATION EXTRACTION WITH A SUPERSENSE SEQUENCE TAGGER
Authors: Massimiliano Ciaramita and Yasemin Altun
Primarily assigned technology terms:
- 5-fold cross-validation
- algorithm
- bio-ner
- chunking
- classification
- computational linguistics
- conditional likelihood
- cross-validation
- disambiguation
- encoding
- entity detection
- entity recognition
- error reduction
- feature representation
- hidden markov
- hidden markov model
- hidden markov models
- hmm tagger
- hmms
- information extraction
- information extraction and retrieval
- kernels
- language modeling
- language processing
- learning
- learning approach
- learning methods
- lexical acquisition
- linguistic analysis
- markov model
- modeling
- named entity detection
- named entity recognition
- natural language processing
- nlp
- normalization
- np-chunking
- parse re-ranking
- parsing
- partial disambiguation
- perceptron
- perceptron algorithm
- pos tagging
- processing
- question answering
- ranking
- re-ranking
- recognition
- semantic disambiguation
- semantic role labeling
- semantic tagging
- sense disambiguation
- sense ranking
- sense selection
- sequence labeling
- sequence learning
- sequence tagging
- shallow parsing
- splitting
- structured learning
- syntactic parsing
- tagger
- taggers
- tagging
- tnt tagger
- type classification
- viterbi
- viterbi algorithm
- word sense disambiguation
- word sense selection
Other assigned terms:
- affixes
- annotation
- approach
- association for computational linguistics
- baseline model
- biology
- biomedical domain
- brown corpus
- case
- characters
- composition
- concepts
- conditional distribution
- contextual features
- dependency model
- dictionary
- disambiguation task
- discourse
- distribution
- document
- error rate
- evaluation set
- f-score
- fact
- feature
- feature sets
- generative models
- genia
- heuristic
- hypothesis
- inferences
- knowledge
- labeling
- latent semantic
- learning model
- lexicographer
- lexicon
- likelihood
- linguistic
- linguistics
- machine-readable dictionary
- mapping
- markov models
- measure
- method
- named entities
- named entity
- names
- natural language
- noun hierarchy
- nouns
- ontologies
- ontology
- parse
- part of speech
- polysemy
- pos tag
- precision
- predicates
- probabilistic model
- procedure
- representations
- role labeling
- semantic
- semantic categories
- semantic features
- semantic information
- semantic model
- semantic role
- semcor
- semcor corpus
- semcor data
- sense granularity
- sense inventory
- sentence
- sentences
- sources of information
- synset
- synsets
- syntactic information
- syntactic parse
- tagging model
- tagging problem
- tags
- tagset
- terms
- text
- tokens
- training
- training data
- transformation
- verb
- word
- word features
- word sense
- word senses
- word type
- wordnet
- wordnet synset
- wordnet synsets
- words
