Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks.
Sefika EfeogluAdrian PaschkePublished in: CoRR (2024)
Keyphrases
- language model
- relation extraction
- fine tuned
- retrieval model
- document retrieval
- domain specific
- information retrieval
- query expansion
- language modeling
- test collection
- language models for information retrieval
- information extraction
- automatic extraction
- query terms
- smoothing methods
- relevance model
- document ranking
- fine tuning
- n gram
- probabilistic model
- question answering
- named entities
- semantic relations
- text retrieval
- retrieval systems
- statistical language modeling
- semantic role labeling
- context sensitive
- translation model
- named entity recognition
- document collections
- image retrieval
- semantic features
- relevance feedback
- natural language processing
- information retrieval systems
- text categorization