ACL RD-TEC 1.0 Summarization of P05-1065
Paper Title:
READING LEVEL ASSESSMENT USING SUPPORT VECTOR MACHINES AND STATISTICAL LANGUAGE MODELS
READING LEVEL ASSESSMENT USING SUPPORT VECTOR MACHINES AND STATISTICAL LANGUAGE MODELS
Authors: Sarah Schwarm and Mari Ostendorf
Primarily assigned technology terms:
- approximation
- charniak parser
- classi cation
- classi er
- classication
- cross validation
- databases
- feature selection
- information retrieval
- information retrieval system
- information retrieval systems
- kernel
- kneser-ney smoothing
- language model training
- language modeling
- language processing
- language processing technology
- learning
- learning technique
- level assessment
- likelihood estimate
- machine learning
- machine translation
- maximum entropy
- maximum likelihood
- model training
- modeling
- natural language processing
- nlp
- paraphrasing
- parser
- probabilistic language modeling
- processing
- processing technology
- processing tools
- radial basis function
- ranking
- readability assessment
- reading
- recognition
- retrieval system
- retrieval systems
- risk minimization
- search
- semantic analysis
- smoothing
- smoothing techniques
- speech recognition
- sri language modeling
- statistical parser
- summarization
- support vector machine
- support vector machines
- syntactic analysis
- tagger
- text classi cation
- text classication
- tuning
- validation
- world wide web
Other assigned terms:
- approach
- bigram
- bilingual education
- case
- corpora
- data set
- data sets
- development set
- document
- encyclopedia
- encyclopedia britannica
- entropy
- error rate
- events
- experimental results
- feature
- feature space
- flesch-kincaid measure
- frequency counts
- genre
- grid
- index
- information gain
- language model
- language modeling toolkit
- language models
- large corpus
- likelihood
- likelihood ratio
- mapping
- maximum likelihood estimate
- measure
- measures
- method
- modeling toolkit
- n-gram
- n-gram language model
- n-gram model
- n-gram models
- names
- natural language
- opinions
- parse
- part-of-speech
- passage
- perplexity
- positive and negative examples
- precision
- probabilities
- probability
- process
- queries
- semantic
- sentence
- statistical language model
- support vector
- svm model
- svms
- syllables
- syntactic constructions
- syntactic information
- syntax
- tags
- technique
- technology
- test data
- test set
- text
- tokens
- toolkit
- topics
- training
- training corpus
- training data
- training set
- treebank
- treebank corpus
- trees
- trigram
- trigram model
- unigram
- vocabulary
- web corpus
- web pages
- web site
- web text
- word
- word frequency
- word lists
- word sequence
- word usage
- words
