Livoa LogoLivoa
Abstractive Summarization
Techniques

Structure-based

Graph-based

Rule-based
Ontology-based
Tree-based
Semantic-based
Multimodal Semantic
Information Item-based

Semantic Graph-based

Deep Learning-based
RNN
LSTM
Seq2Seq
Transformer-based
LLMs
Hybrid Models
Evaluation Methods
Lexical Metrics
Semantic Metrics
Human Evaluation
System Architectures
Single-Model
Multi-Agent
Interactive Systems
Datasets
Single Document Summarization
Multi-document Summarization

Taxonomy

by ABN

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