ACL RD-TEC 1.0 Summarization of W05-1203
Paper Title:
MEASURING THE SEMANTIC SIMILARITY OF TEXTS
MEASURING THE SEMANTIC SIMILARITY OF TEXTS
Authors: Courtney Corley and Rada Mihalcea
Primarily assigned technology terms:
- algorithm
- automatic evaluation
- bag-of-words approach
- classification
- computing
- decomposition
- disambiguation
- entailment identification
- entailment recognition
- extractive summarization
- identification
- illustration
- information retrieval
- language processing
- latent semantic analysis
- learning
- learning process
- lexical matching
- machine translation
- matching
- measuring
- natural language processing
- normalization
- paraphrase identification
- paraphrase recognition
- paraphrasing
- part-of-speech tagging
- perceptron
- perceptron algorithm
- processing
- ranking
- recognition
- scoring
- scoring function
- semantic analysis
- semantic matching
- sense disambiguation
- shortest path
- singular value decomposition
- stop-word removal
- summarization
- tagging
- text classification
- text summarization
- textual entailment recognition
- voted perceptron
- voted perceptron algorithm
- weighting
- word sense disambiguation
Other assigned terms:
- approach
- british national corpus
- case
- concept
- concepts
- corpora
- data set
- data sets
- dictionary
- distribution
- distributional information
- distributional similarity
- document
- document frequency
- entailment
- evaluations
- f-measure
- fact
- frequency counts
- hypothesis
- implementation
- information content
- input text
- inverse document frequency
- knowledge
- language models
- language processing applications
- large corpora
- large corpus
- latent semantic
- lexical similarity
- likelihood
- logic
- meaning
- meanings
- measure
- measures
- method
- natural language
- natural language processing applications
- normalization factor
- nouns
- paraphrase
- paraphrase corpus
- paraphrases
- parse
- part-of-speech
- precision
- predicate logic
- probability
- process
- query
- questionnaire
- relation
- representations
- segments
- semantic
- semantic hierarchy
- semantic information
- semantic networks
- semantic parse
- semantic similarity
- semantic similarity measure
- sentence
- sentence structure
- similarity between words
- similarity measure
- similarity measures
- similarity metric
- similarity metrics
- similarity score
- similarity scores
- similarity threshold
- taxonomy
- terms
- test data
- test data set
- text
- text segment
- text segments
- text similarity
- textual entailment
- training
- training data
- training set
- trees
- understanding
- verb
- word
- word classes
- word frequency
- word sense
- word similarity
- word-net
- wordnet
- wordnet taxonomy
- words
