ACL RD-TEC 1.0 Summarization of W01-0719
Paper Title:
COMBINING LINGUISTIC AND MACHINE LEARNING TECHNIQUES FOR EMAIL SUMMARIZATION
COMBINING LINGUISTIC AND MACHINE LEARNING TECHNIQUES FOR EMAIL SUMMARIZATION
Authors: Smaranda Muresan and Evelyne Tzoukermann and Judith L. Klavans
Primarily assigned technology terms:
- algorithm
- categorization
- chunker
- classification
- classification process
- classifier
- classifiers
- comparative evaluation
- computing
- content representation
- data collection
- decision tree
- decision tree classifier
- decision trees
- disambiguation
- document gisting
- document summarization
- email summarization
- extractive summarization
- forest classifier
- gisting
- greedy search
- grouping
- induction
- information extraction
- information management
- learning
- learning algorithms
- learning process
- learning system
- learning techniques
- linguistic techniques
- machine learning
- machine learning algorithms
- machine learning techniques
- machine translation
- matching
- morphological processing
- morphology
- nlp
- normalization
- noun phrase extraction
- np chunker
- np extraction
- parsing
- phrase extraction
- pos tagging
- processing
- regression
- rule induction
- rule learning
- rule-induction
- search
- semantic parsing
- sense disambiguation
- sentence extraction
- splitting
- statistical machine translation
- summarization
- summarization system
- symbolic machine learning
- tagging
- task-based evaluation
- text categorization
- text summarization
- topic detection
- tree classifier
- verb phrases
- word sense disambiguation
Other assigned terms:
- approach
- bayes model
- brown corpus
- case
- characters
- classification task
- coherence
- compounds
- concept
- determiners
- document
- document content
- email message
- fact
- feature
- feature vector
- feature vectors
- forest
- genre
- grammaticality
- heuristics
- hypotheses
- hypothesis
- inflection
- information gain
- knowledge
- linear combination
- linguistic
- linguistic intuition
- linguistic knowledge
- meaning
- measure
- measures
- message
- metadata
- method
- modifier
- n-gram
- n-grams
- natural language
- nlp applications
- nlp tasks
- noise
- normalization factor
- noun phrase
- noun phrase length
- noun phrases
- nouns
- opinion
- paragraph
- phrase
- phrase structure
- precision
- preposition
- prepositional phrases
- prepositions
- probabilistic models
- process
- production rules
- query
- relation
- rule set
- rule sets
- search strategy
- semantic
- semantic content
- sentence
- sentences
- source text
- sparse data
- suffix
- syntactic constituents
- syntactic head
- syntactic unit
- tags
- technical terms
- technique
- technologies
- terms
- test data
- text
- tf \* idf
- training
- training set
- tree
- trees
- user
- verb
- web documents
- word
- word sense
- wordnet
- wordnet package
- words
