ACL RD-TEC 1.0 Summarization of W01-0502
Paper Title:
A SEQUENTIAL MODEL FOR MULTI-CLASS CLASSIFICATION
A SEQUENTIAL MODEL FOR MULTI-CLASS CLASSIFICATION
Authors: Yair Even-Zohar and Dan Roth
Primarily assigned technology terms:
- abstracting
- accent restoration
- algorithm
- analyzer
- binary decision tree
- classification
- classifier
- classifiers
- context-sensitive spelling
- context-sensitive spelling correction
- decision tree
- decision trees
- decomposition
- disambiguation
- entity recognition
- error correcting
- hmms
- information extraction
- instantiation
- language processing
- large scale nlp
- learner
- learning
- learning algorithm
- learning algorithms
- learning methods
- levenshtein
- loss function
- machine learning
- machine learning methods
- machine translation
- morphology
- multi-class classification
- name entity recognition
- natural language inference
- natural language processing
- nlp
- normalization
- parsing
- part-of speech tagging
- part-of-speech tagging
- pos tagger
- pos tagging
- predictor
- processing
- question answering
- recognition
- sequential learning
- shallow parsing
- single classifier
- speech recognition
- speech tagging
- spelling
- spelling correction
- tagger
- tagging
- thresholding
- transcription
- transformation-based learning
- word prediction
- word selection
- word-sense disambiguation
Other assigned terms:
- accent
- ambiguity
- approach
- case
- classification tasks
- community
- conditional independence
- confidence measure
- contextual features
- contextual information
- corpora
- dimensionality
- discourse
- discourse markers
- distribution
- experimental results
- fact
- feature
- feature space
- generation
- hypothesis
- independence assumption
- inductive logic
- inferences
- knowledge
- language model
- lattice
- learning model
- lemma
- levenshtein distance
- lexical features
- lexical information
- lexical knowledge
- logic
- maps
- measure
- method
- modality
- model structure
- name entity
- natural language
- nlp applications
- nlp tasks
- part-of-speech
- penn treebank
- phrase
- pos tag
- pos tagging problem
- probabilities
- probability
- probability distribution
- probability distributions
- process
- processing time
- proper noun
- queries
- semantic
- sentence
- sentence level
- sentences
- sequential model
- set size
- signal
- singular noun
- speech signal
- suffix
- symbols
- tagging problem
- tagging task
- tags
- target word
- technique
- term
- terms
- test corpus
- theorem
- theory
- training
- training corpus
- training data
- training set
- training time
- tree
- treebank
- trees
- understanding
- user
- winnows
- word
- word choice
- word lattice
- words
