Telco-RAG: Navigating the Challenges of Retrieval-Augmented Language Models for Telecommunications.
Andrei-Laurentiu BorneaFadhel AyedAntonio De DomenicoNicola PiovesanAli MaatoukPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- test collection
- query expansion
- language models for information retrieval
- information retrieval
- ad hoc information retrieval
- language modeling
- statistical language models
- n gram
- document ranking
- query terms
- document length
- smoothing methods
- speech recognition
- cross language retrieval
- query generation
- relevance model
- passage retrieval
- language modelling
- query specific
- probabilistic model
- ir models
- vector space model
- document level
- retrieval systems
- retrieval effectiveness
- text retrieval
- pseudo relevance feedback
- statistical language modeling
- average precision
- retrieval accuracy
- language modeling approaches
- relevance feedback
- image database
- okapi bm
- context sensitive
- expert finding
- ad hoc retrieval
- term proximity
- translation model
- term weighting
- probabilistic retrieval models
- sentence retrieval
- pseudo feedback
- information retrieval systems
- inter document similarities
- language model for information retrieval