ACL RD-TEC 1.0 Summarization of W05-0611
Paper Title:
IMPROVING SEQUENCE SEGMENTATION LEARNING BY PREDICTING TRIGRAMSAuthors: Antal
IMPROVING SEQUENCE SEGMENTATION LEARNING BY PREDICTING TRIGRAMS
Authors: Antalvan den Bosch and Walter Daelemans
Primarily assigned technology terms:
- 10-fold crossvalidation
- algorithm
- capitalization
- chunking
- classification
- classifier
- classifiers
- coding
- computational linguistics
- computational natural language learning
- conditional random fields
- crossvalidation
- encoding
- english ner
- error reduction
- grapheme-phoneme conversion
- language learning
- language processing
- learning
- machine-learning
- majority voting
- maxent
- maxent classifier
- maximum-entropy
- maximum-entropy markov models
- memory-based classifier
- memory-based learning
- meta-learning
- morphological analysis
- named-entity recognition
- natural language learning
- natural language processing
- neural network
- part-of-speech tagging
- phrase chunking
- pointwise-prediction single-classifier
- processing
- recognition
- sampling
- segmentation
- sequence processing
- sequence segmentation
- single-classifier method
- splitting
- tagging
- validation
- voting
- voting mechanism
Other assigned terms:
- approach
- association for computational linguistics
- bias
- binary features
- case
- chunk
- chunks
- co-occurrences
- crossvalidation experiment
- data set
- data sets
- dutch
- evaluation method
- evaluation set
- f-score
- fact
- feature
- heuristic
- language processing tasks
- linguistics
- maps
- markov models
- measure
- method
- methodology
- n-grams
- named entities
- named-entity
- names
- natural language
- part-of-speech
- part-of-speech tags
- pause
- pauses
- penn treebank
- phrase
- probabilistic models
- probability
- probability value
- procedure
- process
- processing tasks
- qualitative analysis
- reuters corpus
- seed
- semantic
- sentence
- sentences
- surface form
- symbol
- symbols
- syntactic tree
- tags
- term
- terms
- test data
- test set
- text
- training
- training data
- training examples
- training material
- training set
- tree
- treebank
- trigram
- unigram
- utterance
- word
- words
