ACL RD-TEC 1.0 Summarization of W06-1622
Paper Title:
SEMANTIC ROLE LABELING VIA INSTANCE-BASED LEARNING
SEMANTIC ROLE LABELING VIA INSTANCE-BASED LEARNING
Authors: Chi-san Althon Lin and Tony C. Smith
Primarily assigned technology terms:
- algorithm
- argument classification
- argument identification
- argument recognition
- automatic speech recognition
- boundary recognition
- classification
- classifiers
- combined training
- computational linguistics
- identification
- illustration
- instance-based learning
- k-nearest neighbor
- knn
- language processing
- lazy learning
- learning
- learning algorithm
- learning algorithms
- learning approaches
- learning techniques
- likelihood estimation
- linear interpolation
- machine translation
- maximum likelihood
- maximum likelihood estimation
- natural language processing
- nearest neighbour
- nlp
- parser
- parsers
- parsing
- predicate-argument recognition
- preprocessing
- probability estimation
- processing
- recognition
- recognition algorithm
- role classification
- search
- semantic role labeling
- speech recognition
- support vector machines
Other assigned terms:
- approach
- association for computational linguistics
- backoff
- backoff lattice
- brown corpus
- computational complexity
- data sets
- distance metric
- distribution
- estimation
- euclidean distance
- experimental results
- feature
- head word
- heuristic
- heuristics
- implementation
- interpolation
- labeling
- large training
- lattice
- lemma
- likelihood
- linguistics
- maps
- measure
- measures
- method
- natural language
- nlp applications
- parse
- parse tree
- passive voice
- phrase
- phrase type
- precision
- predicate-argument
- predicates
- preposition
- probabilities
- probability
- probability distribution
- propbank
- propbank corpus
- punctuation
- query
- representations
- role labeling
- semantic
- semantic role
- sentence
- sentences
- statistical approach
- statistics
- support vector
- syntactic information
- system architecture
- technique
- terms
- test data
- testing data
- training
- training data
- training dataset
- tree
- trees
- word
