Combining Information Retrieval and Large Language Models for a Chatbot that Generates Reliable, Natural-style Answers.
Andreas LommatzschBrandon LlanqueVinay Srinath RosenbergSyed Ali Murad TahirHristo Dimitrov BoyadzhievMaurice WalnyPublished in: LWDA (2023)
Keyphrases
- language model
- information retrieval
- language modeling
- retrieval model
- document retrieval
- test collection
- query expansion
- n gram
- speech recognition
- probabilistic model
- vector space model
- language modelling
- statistical language models
- query terms
- ir models
- ad hoc information retrieval
- document ranking
- search engine
- context sensitive
- language model for information retrieval
- document length
- structured queries
- query generation
- language models for information retrieval
- text mining
- passage retrieval
- query specific
- language modeling approaches
- information retrieval systems
- average precision
- document collections
- expert finding
- smoothing methods
- relevant documents
- latent semantic indexing
- okapi bm
- language modeling framework
- information extraction
- tf idf
- text retrieval
- retrieval effectiveness