Quantifying the Contextualization of Word Representations with Semantic Class Probing.
Mengjie ZhaoPhilipp DufterYadollah YaghoobzadehHinrich SchützePublished in: EMNLP (Findings) (2020)
Keyphrases
- semantic representations
- word pairs
- co occurrence
- domain specific
- semantic search
- higher level
- context dependent
- semantic similarity
- intermediate representations
- word recognition
- class labels
- n gram
- high level
- metadata
- semantic information
- neural network
- word sense disambiguation
- semantic features
- language model
- natural language
- dependency relations
- word similarity
- sentence similarity
- information retrieval