Sentence Selection Strategies for Distilling Word Embeddings from BERT.
Yixiao WangZied BouraouiLuis Espinosa AnkeSteven SchockaertPublished in: LREC (2022)
Keyphrases
- selection strategies
- sentence level
- selection strategy
- syntactic information
- noun phrases
- text corpus
- word level
- syntactic categories
- sentence similarity
- dependency relations
- parallel corpus
- part of speech
- n gram
- syntactic analysis
- search strategies
- lexico syntactic
- training corpus
- natural language
- word frequency
- co occurrence
- stop words
- ambiguous words
- probabilistic context free grammars
- vector space
- low dimensional
- automatic summarization
- word sense disambiguation
- keywords
- sentiment analysis
- target language
- genetic algorithm
- machine learning