Generative Constituent Parsing and Discriminative Dependency Reranking: Experiments on English and French.
Joseph Le RouxBenoît FavreAlexis NasrSeyed Abolghasem MirroshandelPublished in: SPMRL@ACL 2012 (2012)
Keyphrases
- natural language
- dependency parser
- discriminative methods
- discriminative learning
- unsupervised learning
- dependency trees
- link grammar
- parse tree
- wide coverage
- discriminative models
- generative model
- generative and discriminative models
- linguistic analysis
- foreign language
- penn treebank
- broad coverage
- dependency parsing
- mono lingual
- discriminative training
- word order
- conditional likelihood
- natural language processing
- highly ambiguous
- bayesian network classifiers
- maximum entropy model
- fisher kernel
- discriminative classifiers
- dependency structure
- cross lingual
- language learning
- english language
- discriminatively trained
- semantic roles
- semi supervised
- semantic dependencies
- visual features
- monolingual retrieval
- video search
- bag of words
- syntactic dependencies
- relation extraction
- machine translation
- image search
- semantic analysis
- feature selection
- gaussian process latent variable models
- query translation
- context free grammars
- pos tagging
- feature extraction
- semantic relations
- tree bank
- answer questions