ACL RD-TEC 1.0 Summarization of P06-2018
Paper Title:
USING MACHINE-LEARNING TO ASSIGN FUNCTION LABELS TO PARSER OUTPUT FOR SPANISHAuthors: Grzegorz Chrupała and Josef
USING MACHINE-LEARNING TO ASSIGN FUNCTION LABELS TO PARSER OUTPUT FOR SPANISH
Authors: Grzegorz Chrupała and Josefvan Genabith
Primarily assigned technology terms:
- algorithm
- bonferroni correction
- bracketing
- cast3lb tag assignment
- classification
- classifier
- computational linguistics
- constituency parsing
- cross-validation
- encoding
- entropy classifier
- error analysis
- feature weighting
- function tag assignment
- function tagging
- kernel
- l-bfgs parameter estimation
- learner
- learning
- learning algorithms
- learning methods
- lfg annotation
- machine learning
- machine learning algorithms
- machine learning methods
- machine-learning
- maxent
- maximum entropy
- maximum entropy classifier
- memory-based learner
- memory-based learning
- nearest neighbors
- parameter estimation
- parser
- parsers
- parsing
- postprocessing
- predictor
- processing
- reranking
- scoring
- support vector machine
- support vector machines
- svm algorithm
- tag assigment
- tag assignment
- tagging
- task-based evaluation
- tuning
- weighting
Other assigned terms:
- adjunct
- ambiguity
- annotation
- annotators
- approach
- association for computational linguistics
- cast3lb treebank
- category label
- classification task
- clitic pronoun
- confusion matrix
- constituent order
- context features
- development set
- empty nodes
- entropy
- error rate
- estimation
- evaluation metric
- f-score
- f-structure
- f-structures
- fact
- feature
- gaussian prior
- gold standard
- grammatical function
- grammatical functions
- human annotators
- hypothesis
- knowledge
- lfg f-structure
- linguistics
- local context
- mapping
- measures
- method
- methodology
- morphological features
- morphological information
- nouns
- null hypothesis
- parse
- parser output
- part-of-speech
- part-of-speech information
- parts of speech
- penn-ii treebank
- phrase
- precision
- prepositions
- probabilistic model
- probability
- procedure
- process
- pronoun
- punctuation
- redundant information
- relative clause
- relative clauses
- sbar
- semantic
- semantic role
- sentence
- sentences
- spanish language
- sparse data
- statistical significance
- support vector
- syntactic ambiguity
- syntactic information
- tagging performance
- tags
- terms
- test set
- text
- tokens
- toolkit
- training
- training data
- training material
- training set
- tree
- treebank
- trees
- verb
- verb group
- words
- world knowledge
