ACL RD-TEC 1.0 Summarization of P02-1016
Paper Title:
ACTIVE LEARNING FOR STATISTICAL NATURAL LANGUAGE PARSING
ACTIVE LEARNING FOR STATISTICAL NATURAL LANGUAGE PARSING
Authors: Min Tang and Xiaoqiang Luo and Salim Roukos
Primarily assigned technology terms:
- active learner
- active learning
- adaboost
- algorithm
- classi cation
- clustering
- clustering algorithm
- co-training
- communicator
- computational linguistics
- computing
- darpa communicator
- decision trees
- decoding
- dialog system
- dialog systems
- dynamic programming
- editing
- information extraction
- k-means
- k-means clustering
- knowledge acquisition
- language parsing
- language processing
- language understanding
- learner
- learning
- learning algorithms
- learning process
- machine learning
- modeling
- natural language parsing
- natural language processing
- natural language understanding
- nlp
- parser
- parsers
- parsing
- part-of-speech tagging
- processing
- programming process
- random selection
- sample selection
- selection method
- selection process
- semantic parser
- sentence clustering
- shift-reduce parser
- statistical parser
- statistical parsers
- statistical parsing
- tagging
- text classi cation
- weighting
Other assigned terms:
- ambiguity
- annotated corpus
- annotation
- backoff
- bias
- cluster
- clusters
- concepts
- derivation
- dialog
- distance measure
- distribution
- entropy
- events
- exact match
- experimental results
- fact
- hamming distance
- human annotation
- implementation
- knowledge
- labeling
- language models
- large corpus
- leaf
- linguistics
- measure
- measures
- method
- model parameters
- n-gram
- natural language
- natural languages
- parse
- parse tree
- parsing accuracy
- part-of-speech
- probability
- procedure
- process
- representations
- semantic
- semantic parse
- sentence
- sentence pair
- sentences
- statistical model
- statistical natural language
- tags
- terms
- test set
- text
- training
- training corpus
- training data
- training set
- tree
- trees
- understanding
- unigram
- vocabulary
- wall street journal corpus
- weighting scheme
- word
- words
