SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation.
Hee Suk YoonEunseop YoonJohn B. HarvillSunjae YoonMark Hasegawa-JohnsonChang Dong YooPublished in: EMNLP (Findings) (2022)
Keyphrases
- word sense disambiguation
- ambiguous words
- word sense
- part of speech
- sense disambiguation
- syntactic analysis
- semantic role labeling
- wordnet
- target word
- semantic roles
- natural language processing
- text representation
- machine translation
- information extraction
- semantic relatedness
- wide coverage
- natural language
- highly ambiguous
- feature generation
- learning algorithm
- semantic similarity
- text processing
- world knowledge
- co occurrence
- lexical knowledge
- feature space
- information retrieval
- target language
- linguistic knowledge
- machine learning methods
- semantic information
- contextual information
- domain knowledge
- expert systems