ACL RD-TEC 1.0 Summarization of J01-4004
Paper Title:
A MACHINE LEARNING APPROACH TO COREFERENCE RESOLUTION OF NOUN PHRASES
A MACHINE LEARNING APPROACH TO COREFERENCE RESOLUTION OF NOUN PHRASES
Authors: Wee Meng Soon and Daniel Chung Yong Lim and Hwee Tou Ng
Primarily assigned technology terms:
- algorithm
- capitalization
- class determination
- classifier
- computational linguistics
- coreference resolution
- coreference system
- cross-validation
- database
- decision tree
- decision tree classifier
- decision tree learning
- discourse analysis
- entity recognition
- entity recognizer
- generating training examples
- hidden markov
- hidden markov model
- hmms
- identification
- information extraction
- language processing
- language processing systems
- language understanding
- language-processing
- learning
- learning algorithm
- learning algorithms
- learning approach
- learning-based coreference
- machine learning
- machine learning algorithm
- machine learning approach
- markov model
- message understanding
- morphological processing
- named entity recognition
- named entity recognizer
- natural language processing
- natural language processing systems
- nlp
- noun phrase detection
- noun phrase extraction
- noun phrase identification
- part-of-speech tagger
- part-of-speech tagging
- phrase coreference resolution
- phrase detection
- phrase extraction
- phrase identification
- preprocessing
- processing
- pruning
- recognition
- recognizer
- scoring
- segmentation
- sentence segmentation
- statistical tagger
- string comparison
- string match
- tagger
- tagging
- tokenization
- tree classifier
- tree learning
Other assigned terms:
- 10-fold cross-validation
- acronym
- anaphor
- anaphors
- annotated corpora
- annotated corpus
- approach
- binary features
- case
- class agreement feature
- coreference chains
- corpora
- data sets
- definite noun
- definite noun phrase
- definite noun phrases
- discourse
- distribution
- document
- entity recognition module
- entity type
- entity types
- evaluation measure
- f-measure
- feature
- feature set
- feature value
- feature vector
- feature vectors
- fmeasure
- gender agreement
- generation
- head noun
- identification module
- input text
- knowledge
- leaf
- linguistic
- linguistics
- measure
- measures
- message
- message understanding conferences
- method
- modifier
- named entities
- named entity
- named entity task
- named entity type
- names
- natural language
- nested noun
- norm
- noun phrase
- noun phrase coreference
- noun phrases
- nouns
- number agreement
- organization names
- part-of-speech
- part-of-speech tags
- parts of speech
- personal pronouns
- phrase
- phrase coreference
- precision
- prepositions
- process
- pronoun
- pronouns
- proper name
- proper names
- pruning confidence
- punctuation
- recognition module
- relation
- semantic
- semantic class
- semantic classes
- sentence
- sentences
- string match feature
- subclass
- synset
- tagged corpus
- tags
- terms
- test corpora
- test corpus
- text
- training
- training data
- training document
- training documents
- training example
- training examples
- training set
- training time
- tree
- understanding
- verb
- word
- wordnet
- wordnet synset
- words
