ACL RD-TEC 1.0 Summarization of J05-4004
Paper Title:
INDUCTION OF WORD AND PHRASE ALIGNMENTS FOR AUTOMATIC DOCUMENT SUMMARIZATION
INDUCTION OF WORD AND PHRASE ALIGNMENTS FOR AUTOMATIC DOCUMENT SUMMARIZATION
Primarily assigned technology terms:
- algorithm
- alignment process
- alignment software
- alignment technique
- automatic document summarization
- automatic summarization
- computational linguistics
- computing
- content selection
- cutoff
- decoding
- decomposition
- decomposition method
- document summarization
- dynamic programming
- dynamic programming algorithm
- error analysis
- expectation maximization
- extraction systems
- factorization
- final state
- forward-backward algorithm
- giza
- hidden markov
- hidden markov model
- hidden markov models
- high performance computing
- hmms
- induction
- inference mechanism
- information retrieval
- internet
- laplace smoothing
- learning
- learning task
- linear interpolation
- machine translation
- machine translation systems
- markov alignment model
- markov model
- maximum likelihood
- ml estimation
- model selection
- modeling
- normalization
- parameter estimation
- parameter re-estimation
- parameterization
- paraphrasing
- parser
- phrase alignment
- processing
- processor
- programming algorithm
- rating
- re-estimation
- search
- sentence alignment
- sentence compression
- sentence extraction
- sentence reordering
- signal processing
- single-document summarization
- smoothing
- statistical alignment
- statistical machine translation
- summarization
- summarization system
- summarization systems
- summary alignment
- summary decomposition
- summary generation
- terminology
- translation systems
- viterbi
- viterbi algorithm
- viterbi alignment
- word alignment
Other assigned terms:
- abstract sentence
- alignment model
- alignment models
- alignment problem
- alignment procedure
- alignment task
- alphabet
- anaphora
- annotation
- annotation process
- annotator
- annotators
- approach
- association for computational linguistics
- beam
- bias
- case
- cluster
- community
- computational complexity
- computational tractability
- conditional independence
- content words
- convergence
- corpora
- dictionary
- dirichlet distribution
- discourse
- discourse structure
- distribution
- document
- ellipsis
- estimation
- experimental results
- exponential distribution
- exponential model
- f-measure
- f-score
- fact
- function words
- generation
- generation process
- gold standard
- heuristic
- hmm model
- human annotation
- human annotators
- hypernym
- hypernymy
- ibm model
- ibm models
- implementation
- interpolation
- interpretation
- kappa
- kappa statistic
- kappa value
- knowledge
- large corpora
- lexical choice
- lexical items
- likelihood
- linguistic
- linguistic phenomena
- linguistics
- local maxima
- machine translation model
- mapping
- mappings
- markov models
- measure
- method
- methodology
- metonymy
- model complexity
- model parameters
- model structure
- multinomial distribution
- multinomial model
- names
- noise
- normal distribution
- noun phrases
- oracle
- parameter settings
- parse
- parse tree
- phrase
- phrase level
- phrase-based model
- posterior
- precision
- prepositional phrase
- prepositional phrases
- prior distribution
- probabilities
- probability
- probability distribution
- procedure
- process
- pronoun
- pronouns
- punctuation
- punctuation marks
- relative frequency
- reordering
- search space
- seed
- segments
- sentence
- sentences
- signal
- smoothing parameter
- source language
- statistic
- statistical model
- statistical models
- statistics
- stem
- stems
- suffixes
- summarization task
- synonyms
- synonymy
- syntactic constituent
- syntactic information
- syntactic knowledge
- syntactic parse
- syntactic parse tree
- syntactic structures
- syntactic tree
- syntax
- tag set
- target language
- target word
- technique
- technologies
- term
- terms
- text
- text segments
- training
- training data
- transition network
- transition probabilities
- transition probability
- translation model
- translation models
- tree
- trees
- verb
- vocabulary
- web site
- word
- word alignment task
- word alignments
- word choice
- word level
- wordnet
- words
- ziff-davis corpus
