ACL RD-TEC 1.0 Summarization of H05-1064
Paper Title:
HIDDEN-VARIABLE MODELS FOR DISCRIMINATIVE RERANKING
HIDDEN-VARIABLE MODELS FOR DISCRIMINATIVE RERANKING
Authors: Terry Koo and Michael Collins
Primarily assigned technology terms:
- algorithm
- belief propagation
- boosting
- ccg parsing
- clustering
- computational linguistics
- computer vision
- decoding
- decomposition
- discriminative reranking
- discriminative training
- dynamic programming
- human language
- human language technology
- information extraction
- kernels
- language generation
- language processing
- language technology
- learning
- lfg parsing
- loss function
- machine translation
- machine-learning
- markov random fields
- natural language generation
- natural language processing
- nlp
- normalization
- object recognition
- parse reranking
- parser
- parsing
- perceptron
- perceptron algorithm
- processing
- programming technique
- propagation algorithm
- recognition
- reranking
- statistical nlp
- treebank parsing
- unsupervised learning
- viterbi
- word clustering
- word-clustering
Other assigned terms:
- ambiguity
- approach
- association for computational linguistics
- baseline model
- case
- cluster
- clusters
- contextual information
- data sparsity
- dependency structure
- dependency tree
- derivation
- distribution
- distributional similarity
- experimental results
- f-measure
- f-structure
- feature
- feature vector
- feature vectors
- generation
- implementation
- lexical items
- likelihood
- linguistics
- log-linear model
- log-linear models
- measure
- method
- natural language
- nonterminal
- ontology
- parse
- parse tree
- parsing approach
- parsing model
- part of speech
- part-of-speech
- polysemy
- probabilities
- probability
- programming approach
- running time
- sense distinctions
- sentence
- speech tag
- statistics
- subject-verb relationship
- syntactic parse
- syntax
- technique
- technology
- test data
- training
- training criterion
- training data
- tree
- treebank
- trees
- word
- word senses
- wordnet
- wordnet hierarchy
- wordnet senses
- words
