ACL RD-TEC 1.0 Summarization of W05-1611
Paper Title:
DISCRETE OPTIMIZATION AS AN ALTERNATIVE TO SEQUENTIAL PROCESSING IN NLG
DISCRETE OPTIMIZATION AS AN ALTERNATIVE TO SEQUENTIAL PROCESSING IN NLG
Authors: Tomasz Marciniak and Michael Strube
Primarily assigned technology terms:
- algorithm
- classification
- classification-based generation
- classification-based generation framework
- classifier
- classifiers
- content selection
- crossvalidation
- decision making
- decision tree
- decision tree learner
- expressions generation
- feature selection
- generation framework
- integer linear programming
- integer programming
- knowledge-based system
- language generation
- learner
- learning
- learning methods
- lexicalization
- linear programming
- machine learning
- machine learning methods
- microplanning
- modeling
- modularization
- naive bayes
- natural language generation
- nlg system
- nlp
- optimization
- paraphrasing
- processing
- qualitative evaluation
- recognition
- sentence realization
- structuring
- supervised machine learning
- surface realization
- syntactic realization
- text planning
- text structuring
- vector representation
Other assigned terms:
- adjunction
- annotation
- annotation process
- approach
- bias
- binary features
- case
- classification task
- classification tasks
- co-occurrence
- coefficient
- conceptual model
- contextual information
- correlation
- correlations
- dependency structure
- derivation
- derivation process
- derivation tree
- discourse
- discourse connective
- discourse connectives
- discourse level
- discourse unit
- discourse units
- discrete optimization problem
- distribution
- document
- events
- expert knowledge
- fact
- feature
- feature value
- feature vector
- feature vectors
- formalism
- formalisms
- frame
- frame structure
- generation
- generation process
- generation task
- grammar
- grammatical form
- grammatical formalism
- grammatical information
- grammatical structure
- grammatical theory
- graphical representation
- implementation
- joint distribution
- joint probability
- knowledge
- labeling
- lattice
- lexical choice
- lexical items
- lexicalized tree
- linear structure
- linguistic
- linguistic data
- linguistic expression
- linguistic information
- linguistic knowledge
- linguistic structure
- linguistic structures
- main verb
- maps
- meaning
- measure
- measures
- method
- natural language
- noun phrase
- optimization problem
- particle
- particles
- phrase
- phrase type
- portability
- preposition
- prepositional phrase
- prepositions
- priori
- probability
- probability distribution
- procedure
- process
- relation
- representations
- run-time
- scalability
- semantic
- semantic content
- semantic context
- semantic features
- semantic representation
- semantic role
- semantic roles
- sentence
- sequential model
- server
- similarity metric
- similarity threshold
- statistic
- surface form
- syntactic frame
- system architecture
- temporal structure
- terms
- test data
- text
- theory
- training
- training data
- tree
- tree adjoining grammar
- trees
- verb
- verb argument
- verb arguments
- verb form
