ACL RD-TEC 1.0 Summarization of H05-1009
Paper Title:
NEURALIGN: COMBINING WORD ALIGNMENTS USING NEURAL NETWORKS
NEURALIGN: COMBINING WORD ALIGNMENTS USING NEURAL NETWORKS
Authors: Necip Fazil Ayan and Bonnie J. Dorr and Christof Monz
Primarily assigned technology terms:
- algorithm
- alignment combination
- alignment system
- binary classification
- classification
- classifier
- classifier ensemble
- classifiers
- clustering
- collins parser
- computational linguistics
- cross validation
- cross-language projection
- decomposition
- disambiguation
- error reduction
- feature extraction
- feature selection
- giza
- heuristic combination
- human language
- human language technology
- language processing
- language technology
- learner
- learning
- learning algorithm
- learning approach
- machine translation
- majority voting
- modeling
- multi-layer perceptron
- natural language processing
- neural net
- neural network
- neural networks
- nlp
- parser
- parsing
- partitioning
- pattern classification
- perceptron
- pos tagging
- processing
- resilient backpropagation
- sense disambiguation
- stacked generalization
- supervised learning
- supervised learning approach
- tagger
- tagging
- terminology
- validation
- voting
- word alignment
- word sense disambiguation
- word-alignment
Other assigned terms:
- aligned corpus
- alignment error rate
- alignment models
- alignment problem
- annotation
- annotators
- approach
- association for computational linguistics
- case
- classification problem
- data set
- data sets
- dependency relation
- dependency relations
- determiner
- distribution
- error rate
- evaluation data
- evaluation metrics
- evaluation test
- feature
- feature set
- feature sets
- feature space
- feature weights
- gold standard
- heuristic
- knowledge
- language pairs
- linear combination
- linguistic
- linguistic features
- linguistic knowledge
- linguistics
- log-linear combination
- manual annotation
- measure
- method
- methodology
- mt evaluation
- natural language
- nist
- nlp applications
- part-of-speech
- part-of-speech tags
- pos tag
- pp attachment
- precision
- preposition
- probabilities
- probability
- projection
- relation
- relative error reduction
- sentence
- sentence pair
- sentences
- sigmoid function
- statistical significance
- tags
- technique
- technology
- test set
- training
- training data
- training instance
- training phase
- training set
- translation probabilities
- translation probability
- translational equivalence
- word
- word alignments
- word sense
- words
