Large-scale text analysis using generative language models: A case study in discovering public value expressions in AI patents.
Sergio PelaezGaurav VermaBarbara RibeiroPhilip ShapiraPublished in: Quant. Sci. Stud. (2024)
Keyphrases
- language model
- text analysis
- information retrieval
- language modeling
- text mining
- query expansion
- probabilistic model
- information extraction
- retrieval model
- document retrieval
- n gram
- artificial intelligence
- language modelling
- natural language processing
- generative model
- test collection
- language modeling framework
- statistical language models
- expert systems
- text collections
- question answering
- machine learning
- text documents
- smoothing methods
- retrieval effectiveness
- pseudo relevance feedback
- unsupervised learning
- knowledge representation
- relevance feedback
- text retrieval
- relevance model
- semi supervised
- natural language
- relevant documents
- statistical language modeling
- language models for information retrieval
- spoken term detection