ACL RD-TEC 1.0 Summarization of P05-1073
Paper Title:
JOINT LEARNING IMPROVES SEMANTIC ROLE LABELING
JOINT LEARNING IMPROVES SEMANTIC ROLE LABELING
Authors: Kristina Toutanova and Aria Haghighi and Christopher Manning
Primarily assigned technology terms:
- accurate semantic role labeling
- algorithm
- argument classification
- argument identification
- classification
- classifier
- classifiers
- conditional random field
- decision trees
- decoding
- decomposition
- disambiguation
- dynamic programming
- dynamic programming algorithm
- error reduction
- identification
- instantiation
- joint semantic role labeling
- learning
- learning methods
- linear programming
- local classification
- machine learning
- machine learning methods
- modeling
- multi-class classification
- parse re-ranking
- parser
- programming algorithm
- programming framework
- pruning
- re-ranking
- regularization
- reporting
- search
- semantic role labeling
- syntactic realization
- tokenization
- viterbi
- viterbi algorithm
- viterbi decoding
Other assigned terms:
- approach
- argument structure
- case
- classification model
- coherence
- complete parse
- context-free grammars
- contextual information
- dative alternation
- discriminative model
- distribution
- f-measure
- fact
- feature
- feature path
- feature vector
- frame
- generation
- grammar
- grammars
- head-word
- identification model
- interpolation
- knowledge
- labeling
- language model
- lemma
- linguistic
- linguistic intuition
- local classification model
- log-linear model
- log-linear models
- long-distance dependencies
- mapping
- maps
- measure
- modifier
- noun phrases
- oracle
- parse
- parse tree
- phrase
- phrase type
- predicate-argument
- predicate-argument structure
- prior distribution
- probabilities
- probability
- probability distributions
- procedure
- propbank
- propositions
- relative frequency
- role labeling
- search procedure
- semantic
- semantic role
- semantic roles
- sentence
- sentences
- sequence model
- statistics
- subject position
- subtree
- subtrees
- svms
- syntactic frame
- target verb
- technique
- term
- test set
- tokens
- training
- training set
- tree
- tree node
- trees
- vector space
- verb
- word
