A Comprehensive Comparative Study of Word and Sentence Similarity Measures.
Issa AtoumAhmed OtoomNarayanan KulathuramaiyerPublished in: CoRR (2016)
Keyphrases
- comparative study
- similarity measure
- sentence level
- sentence similarity
- word level
- semantic similarity
- syntactic information
- text corpus
- syntactic analysis
- co occurrence
- noun phrases
- stop words
- word frequency
- word order
- n gram
- natural language
- dependency relations
- syntactic categories
- sentence pairs
- word similarity
- distance measure
- recognizing textual entailment
- mutual information
- word recognition
- parallel corpus
- lexico syntactic
- similarity function
- ambiguous words
- linguistic features
- semantic role labeling
- target language
- part of speech
- word sense disambiguation
- keywords
- maximum entropy classifier
- training corpus
- linguistic knowledge
- text summarization
- sentiment analysis
- euclidean distance
- syntactic structures
- similarity assessment
- word pairs
- natural language text
- semantic analysis
- semantic relations
- text classification