SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings.
Jan EnglerSandipan SikdarMarlene LutzMarkus StrohmaierPublished in: EMNLP (Findings) (2022)
Keyphrases
- word sense
- pre trained
- word sense disambiguation
- co occurrence
- wordnet
- word meaning
- unknown words
- training data
- text processing
- training examples
- cross lingual
- semantic relations
- control signals
- contextual information
- natural language processing
- dimensionality reduction
- tf idf
- part of speech
- vector space
- learning algorithm
- query terms
- user queries
- appearance variations
- natural language
- keywords
- decision trees
- knowledge base