Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations.
Ruoyu ChenJingzhi LiHua ZhangChangchong ShengLi LiuXiaochun CaoPublished in: ACM Trans. Multim. Comput. Commun. Appl. (2023)
Keyphrases
- word similarity
- word pairs
- n gram
- related words
- english words
- word meaning
- unknown words
- word recognition
- semantic relatedness between words
- semantic similarity
- word frequencies
- word sense disambiguation
- generating explanations
- word segmentation
- similarity measure
- document similarity
- syntactic categories
- text corpus
- pointwise mutual information
- multiword
- sentence similarity
- keywords
- noun phrases
- word spotting
- query words
- concept space
- chinese word segmentation
- lexical information
- word co occurrence
- wordnet
- linguistic knowledge
- word level
- word frequency
- stop words
- distributional clustering
- numeral strings
- linguistic information
- distance measure
- compound words
- word meanings
- co occurrence
- chinese text
- translation model
- punctuation marks
- semantic relations
- parallel corpus
- latent topics
- lexical features
- topic models
- text queries
- natural language text
- spoken document retrieval
- text classification
- out of vocabulary
- word sense
- text corpora
- automatic transcription
- natural language processing