Evaluating of Large Language Models in Relationship Extraction from Unstructured Data: Empirical Study from Holocaust Testimonies.
Isuri Anuradha Nanomi ArachchigeLe An HaRuslan MitkovVinita NaharPublished in: RANLP (2023)
Keyphrases
- empirical studies
- language model
- unstructured data
- structured data
- language modeling
- textual data
- information extraction
- n gram
- semi structured
- big data
- information management
- information retrieval
- probabilistic model
- relational databases
- test collection
- data warehouse
- query expansion
- semi structured data
- relevance model
- smoothing methods
- data sources
- query terms
- raw data
- retrieval model
- text mining
- xml documents
- knowledge discovery
- data model
- metadata
- feature selection