ACL RD-TEC 1.0 Summarization of P06-1039
Paper Title:
BAYESIAN QUERY-FOCUSED SUMMARIZATION
BAYESIAN QUERY-FOCUSED SUMMARIZATION
Authors: Hal Daumé III and Daniel Marcu
Primarily assigned technology terms:
- algorithm
- approximate inference
- approximation
- belief propagation
- computational linguistics
- computing
- coupling
- document retrieval
- document summarization
- document understanding
- expectation propagation
- graphical model
- greedy selection
- inference technique
- information retrieval
- ir engine
- ir system
- language modeling
- latent dirichlet allocation
- mixture modeling
- modeling
- multi-document summarization
- multidocument summarization
- multilingual summarization
- normalization
- passage retrieval
- porter stemmer
- query expansion
- query language
- query-focused sentence extraction
- query-focused single document summarization
- query-focused summarization
- random-walk
- relevance feedback mechanism
- search
- search engine
- selection technique
- sentence compression
- sentence extraction
- single document summarization
- statistical inference
- stemmer
- summarization
- summarization evaluation
- summarization system
- terminology
- text retrieval
- the document understanding
- variational approximation
Other assigned terms:
- approach
- association for computational linguistics
- background information
- bag of words
- bias
- case
- cluster
- community
- concept
- concepts
- cosine similarity
- data set
- data sets
- dependency parse
- dirichlet allocation
- dirichlet distribution
- distance score
- distribution
- document
- document cluster
- document collections
- document information
- document language model
- document set
- english language
- english language model
- evaluation metrics
- evaluations
- expansion technique
- fact
- formalism
- graph connectivity
- information retrieval community
- inter-annotator agreement
- interpolation
- interpretation
- ir framework
- joint probability
- kappa
- kappa value
- kl divergence
- knowledge
- language model
- language models
- linguistic
- linguistics
- markov chain
- mean average precision
- measure
- measures
- method
- mixture models
- model parameters
- multinomial distribution
- oracle
- parse
- passage
- precision
- prior distribution
- probability
- probability distribution
- probability distributions
- process
- queries
- query
- query model
- query-focused summarization model
- retrieval model
- sentence
- sentence level
- sentences
- similarity metrics
- statistical framework
- statistical model
- summarization component
- summarization model
- summarization task
- technique
- term
- terms
- text
- trec corpus
- trec data
- trees
- understanding
- user
- vector space
- vector space interpretation
- vocabulary
- word
- words
