ACL RD-TEC 1.0 Summarization of W05-0104
Paper Title:
A CORE-TOOLS STATISTICAL NLP COURSE
A CORE-TOOLS STATISTICAL NLP COURSE
Primarily assigned technology terms:
- chart parser
- classification
- classifier
- classifiers
- coding
- decoder
- dynamic programming
- entropy classifier
- error analysis
- hmms
- identification
- indexing
- induction
- java
- language identification
- language modeling
- learning
- machine-learning
- matching
- maxent
- maxent classifier
- maxent part-of-speech
- maxent part-of-speech tagger
- maximum entropy
- maximum entropy classifier
- maximum entropy model
- modeling
- multiclass classification
- name identification
- nlp
- optimization
- parser
- parsers
- parsing
- part-of-speech tagger
- part-of-speech tagging
- pcfg parser
- pos tagging
- reading
- reporting
- reranking
- scoring
- scoring function
- smoothing
- statistical approaches
- statistical nlp
- tagger
- taggers
- tagging
- trigram tagger
- unsupervised learning
- vertical markovization
- viterbi
- viterbi decoder
- word alignment
- word-alignment
Other assigned terms:
- alignment model
- alignment models
- ambiguity
- annotation
- annotation schemes
- case
- corpora
- data sets
- debugging
- dice
- distribution
- entropy
- error rate
- feature
- french
- grammar
- grid
- heuristic
- hmm model
- ibm model
- ibm models
- identification task
- implementation
- intention
- interpretation
- language model
- language models
- lattice
- linguistic
- linguistics
- logic
- maxent model
- measure
- measures
- methodology
- n-gram
- n-gram model
- n-gram models
- names
- parallel texts
- parsing accuracy
- part-of-speech
- pcfg
- penn treebank
- perplexity
- predicate logic
- proper name
- relation
- semantic
- sentence
- sentences
- tagging accuracy
- teaching
- term
- text
- topics
- training
- training corpora
- training data
- tree
- treebank
- treebank grammar
- trees
- trigram
- understanding
- uniform distribution
- unigram
- unigram model
- word
- word error rate
- words
