ACL RD-TEC 1.0 Summarization of W06-1673
Paper Title:
SOLVING THE PROBLEM OF CASCADING ERRORS: APPROXIMATE BAYESIAN INFERENCE FOR LINGUISTIC ANNOTATION PIPELINES
SOLVING THE PROBLEM OF CASCADING ERRORS: APPROXIMATE BAYESIAN INFERENCE FOR LINGUISTIC ANNOTATION PIPELINES
Authors: Jenny Rose Finkel and Christopher D. Manning and Andrew Y. Ng
Primarily assigned technology terms:
- algorithm
- approximate inference
- approximation
- bayesian network
- beam search
- classification
- classifier
- computational linguistics
- conditional random field
- conditional random fields
- crfs
- dynamic programing
- entailment determination
- entity recognition
- entity recognizer
- entity tagging
- exact inference
- factorization
- graph alignment
- identification
- information retrieval
- labeler
- language processing
- language processing systems
- learning
- linguistic analysis
- markov random field
- modeling
- multi-document summarization
- named entity recognition
- named entity recognizer
- named entity tagging
- natural language processing
- natural language processing systems
- ner tagging
- nlp
- one-to-one mapping
- parser
- parsers
- parsing
- part of speech tagging
- processing
- qa system
- question answering
- recognition
- recognizer
- recognizing textual entailment
- recursive algorithm
- sampling
- search
- semantic role labeler
- semantic role labeling
- sequence modeling
- speech tagger
- speech tagging
- srl system
- stanford parser
- summarization
- tagger
- tagging
- textual inference
- tree substitution
- treebank training
- type classification
- viterbi
- viterbi algorithm
Other assigned terms:
- acyclic graph
- annotation
- annotation task
- annotator
- annotators
- approach
- association for computational linguistics
- beam
- beam size
- bottom-up approach
- brown corpus
- case
- classification error
- community
- conditional probabilities
- context free grammars
- dependency graph
- dependency graphs
- derivation
- derivation forest
- derivations
- development set
- distribution
- entailment
- experimental results
- f-measure
- f-score
- fact
- forest
- grammar
- grammars
- hypothesis
- intention
- interpretation
- joint distribution
- joint probability
- joint probability distribution
- labeling
- language processing tasks
- lattice
- likelihood
- linear structure
- linguistic
- linguistic annotation
- linguistics
- mapping
- meaning
- measure
- measures
- method
- modifier
- named entities
- named entity
- natural language
- nlp applications
- nlp community
- non-terminal symbol
- null hypothesis
- parse
- parse forest
- parse tree
- part of speech
- part of speech tags
- particle
- particles
- pcfg
- pcfgs
- penn treebank
- positive and negative examples
- posterior
- posterior distribution
- posterior probability
- precision
- probabilities
- probability
- probability distribution
- process
- processing tasks
- ptb
- question type
- role labeling
- semantic
- semantic interpretation
- semantic role
- semantic roles
- sentence
- sentences
- subtree
- subtrees
- symbol
- symbols
- syntactic constituents
- syntactic parse
- system description
- tags
- target verb
- technique
- term
- terms
- test data
- test set
- text
- textual entailment
- training
- training data
- training set
- tree
- treebank
- trees
- understanding
- verb
- word
- word lattice
- words
