Heterogeneous data-based information retrieval using a fine-tuned pre-trained BERT language model.
Amjan ShaikSurabhi SaxenaManisha GuptaNikhat ParveenPublished in: Multim. Tools Appl. (2024)
Keyphrases
- language model
- heterogeneous data
- pre trained
- fine tuned
- information retrieval
- language modeling
- fine tuning
- document retrieval
- data integration
- test collection
- retrieval model
- query expansion
- data sources
- speech recognition
- training data
- data management
- databases
- complex data
- document length
- query terms
- probabilistic model
- metadata
- training examples
- domain specific
- information retrieval systems
- relevant documents
- smoothing methods
- language modeling framework
- control signals
- text mining
- learning algorithm
- machine learning
- document collections
- database
- web search engines