ACL RD-TEC 1.0 Summarization of W05-1601
Paper Title:
STATISTICAL GENERATION: THREE METHODS COMPARED AND EVALUATED
STATISTICAL GENERATION: THREE METHODS COMPARED AND EVALUATED
Primarily assigned technology terms:
- 5-fold cross-validation
- algorithm
- attribute selection
- automatic adaptation
- automatic generation
- automatic method
- automaton
- boosting
- boosting algorithm
- chart realisation
- chunking
- classification
- classifiers
- computing
- content planning
- corpus annotation
- cross-validation
- crossvalidation
- decision trees
- decision-making
- disambiguation
- domain-independent generation
- finite-state automaton
- forecasting
- generation method
- greedy search
- language generation
- learning
- learning methods
- learning techniques
- lexical\/syntactic selection
- likelihood estimation
- machine learning
- machine learning methods
- machine learning techniques
- maximum entropy
- maximum entropy model
- maximum likelihood
- maximum likelihood estimation
- memory-based learning
- modelling
- n-gram modelling
- n-gram selection
- nl generation
- nl parsing
- nlp
- nlu
- parser
- parsing
- probabilistic generation
- pronominalisation
- random selection
- reinforcement learning
- scoring
- scoring function
- search
- selection algorithm
- smoothing
- statistical estimation
- statistical generation
- statistical methods
- statistical modelling
- summarisation
- surface generation
- surface realisation
- syntactic generation
- term selection
- text summarisation
- type determination
- viterbi
- viterbi algorithm
- viterbi generation
- viterbi search
Other assigned terms:
- annotated corpus
- annotation
- approach
- average string length
- bias
- bleu
- bleu metric
- bleu score
- bleu scores
- case
- chunks
- community
- concepts
- contextual information
- corpora
- correlation
- dependency structures
- derivation
- derivations
- distribution
- entropy
- estimation
- evaluation metric
- evaluation metrics
- evaluation task
- evaluations
- exact match
- fact
- forest
- formalisms
- frequency counts
- generation
- generation grammar
- generation process
- geometric mean
- gold standard
- grammar
- interpretation
- joint probability
- language model
- lattice
- leaf
- lexical choice
- likelihood
- mapping
- meaning
- mechanisms
- method
- n-gram
- n-gram language model
- n-gram model
- n-gram models
- n-grams
- nlg community
- nonterminal
- parallel corpus
- parse
- pcfg
- prior probability
- probabilistic model
- probabilities
- probability
- probability distribution
- probability distributions
- process
- raw text corpora
- representations
- semantic
- semantic representations
- sentence
- sentences
- statistical models
- syntactic structures
- technique
- term
- terms
- test set
- testing data
- text
- text corpora
- time expressions
- time series
- toolkit
- training
- training and testing data
- training corpus
- training set
- tree
- treebank
- trees
- vocabulary
- word
- word lattice
- word order
- word sequence
- word sequences
- word string
- word strings
- words
- xtag
- xtag grammar
