ACL RD-TEC 1.0 Summarization of P06-2031
Paper Title:
ROBUST WORD SENSE TRANSLATION BY EM LEARNING OF FRAME SEMANTICS
ROBUST WORD SENSE TRANSLATION BY EM LEARNING OF FRAME SEMANTICS
Authors: Pascale Fung and Benfeng Chen
Primarily assigned technology terms:
- algorithm
- automatic generation
- automatic translation
- bootstrapping
- computational linguistics
- cross-lingual retrieval
- database
- disambiguation
- disambiguation method
- em algorithm
- em learning
- estimation-maximization algorithm
- frame identification
- hill-climbing
- identification
- learning
- learning method
- lexical access
- machine translation
- machine translation system
- matching
- sense translation
- sentence translation
- thresholding
- translation disambiguation
- translation system
- translation systems
- translators
- tuning
- word sense translation
- word translation
- word translation disambiguation
Other assigned terms:
- ambiguous words
- annotation
- approach
- argument structures
- association for computational linguistics
- bilingual dictionaries
- bilingual dictionary
- bilingual lexicon
- case
- chinese words
- cluster
- cognitive
- concept
- concepts
- context information
- context words
- convergence
- development set
- dictionaries
- dictionary
- disambiguation task
- discourse
- english framenet
- english verbs
- evaluation set
- frame
- frame semantics
- framenet
- framenet frame
- french
- generation
- graph structure
- head word
- histogram
- hownet
- hypothesis
- language pairs
- ldoce
- lexeme
- lexical entries
- lexical entry
- lexical item
- lexical items
- lexical semantics
- lexicon
- linguistics
- manual annotation
- mapping
- mappings
- method
- model parameters
- occurrence frequency
- ontologies
- ontology
- part-ofspeech
- precision
- predicate-argument
- predicate-argument structures
- priori
- probabilities
- probability
- process
- propbank
- relation
- seed
- semantic
- semantic frame
- semantic network
- semantic relations
- semantic roles
- semantic structure
- semframe
- sentence
- sentences
- source sentence
- statistics
- stems
- syntactic structure
- tags
- target word
- taxonomy
- technique
- terms
- training
- training data
- translation accuracy
- translation candidate
- translation candidates
- translation precision
- translation probability
- translation task
- translations
- verb
- verb classes
- verb database
- verb lexicon
- verb senses
- word
- word pair
- word sense
- word senses
- wordnet
- words
