ACL RD-TEC 1.0 Summarization of C02-1151
Paper Title:
PROBABILISTIC REASONING FOR ENTITY & RELATION RECOGNITION
PROBABILISTIC REASONING FOR ENTITY & RELATION RECOGNITION
Authors: Dan Roth and Wen-tau Yih
Primarily assigned technology terms:
- algorithm
- approximation
- belief propagation
- chunking
- class assignment
- class labeling
- classification
- classifier
- classifiers
- data preparation
- database
- decoding
- entity recognition
- entity recognizer
- exact inference
- extraction method
- feature extraction
- illustration
- inference algorithm
- inference process
- information extraction
- learner
- learning
- learning algorithm
- loopy belief propagation
- modeling
- named entity recognition
- named entity recognizer
- nlp
- phrase detection
- probabilistic inference
- probabilistic reasoning
- probability estimation
- processing
- propagation algorithm
- qa system
- question answering
- reasoning
- recognition
- recognizer
- relation classification
- search
- searching
- segmentation
- sequential inference
- shallow text processing
- spelling
- story comprehension
- syntax analysis
- text processing
- winner-take-all mechanism
Other assigned terms:
- acyclic graph
- approach
- bigram
- binary relations
- case
- classification problem
- classification task
- community
- comprehension
- computational approach
- concept
- conditional distribution
- conditional probabilities
- conditional probability
- distribution
- entity class
- entity types
- estimation
- experimental results
- fact
- feature
- feature space
- graphical representation
- inference approach
- inference model
- inferences
- joint probability
- joint probability distribution
- labeling
- learning problem
- linear time
- matlab
- method
- named entity
- names
- network structure
- nlp tasks
- noisy channel
- nouns
- part-of-speech
- phrase
- posterior
- precision
- predicates
- probabilistic framework
- probabilistic models
- probabilities
- probability
- probability distribution
- procedure
- process
- relation
- semantic
- semantic types
- sentence
- sentences
- suffix
- syntactic structures
- syntax
- tags
- terms
- text
- text corpus
- training
- training data
- training dataset
- trigram
- word
- wordnet
- words
