ACL RD-TEC 1.0 Summarization of N06-2001
Paper Title:
FACTORED NEURAL LANGUAGE MODELS
FACTORED NEURAL LANGUAGE MODELS
Authors: Andrei Alexandrescu and Katrin Kirchhoff
Primarily assigned technology terms:
- algorithm
- capitalization
- clustering
- collapsing
- cross-validation
- decomposition
- encoding
- genetic algorithm
- hyphenation
- kneser-ney smoothing
- language modeling
- measuring
- modeling
- multi-layer perceptron
- nlp
- nlp systems
- oov handling
- perceptron
- predictor
- probability estimation
- recognition
- regularization
- scoring
- segmentation
- smoothing
- speech recognition
- structuring
- turkish language modeling
- word prediction
Other assigned terms:
- approach
- backoff
- baseline model
- case
- conditional probability
- development set
- distribution
- error rate
- estimation
- feature
- foreign words
- interpolation
- language model
- language models
- lexicon
- log-likelihood
- mapping
- morphemes
- morphological information
- n-gram
- n-gram models
- n-grams
- nouns
- opinions
- paragraph
- parameter values
- perplexity
- pos tag
- probabilistic language model
- probabilities
- probability
- probability distribution
- probability estimates
- procedure
- proper noun
- representations
- scalability
- stem
- stems
- tags
- technique
- terms
- test data
- test set
- text
- training
- training criterion
- training data
- transcriptions
- trigram
- trigram model
- vocabulary
- vocabulary size
- word
- word classes
- word error rate
- word features
- word similarity
- words
