Human Interpretation and Exploitation of Self-attention Patterns in Transformers: A Case Study in Extractive Summarization.
Raymond LiWen XiaoLanjun WangGiuseppe CareniniPublished in: CoRR (2021)
Keyphrases
- extractive summarization
- case study
- artificial intelligence
- pattern mining
- machine learning
- human subjects
- data structure
- neural network
- knowledge representation
- sequential patterns
- bayesian networks
- computational models
- information retrieval
- image interpretation
- text summarization
- focus of attention
- similar patterns