AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks.
Alexander TornedeDifan DengTheresa EimerJoseph GiovanelliAditya MohanTim RuhkopfSarah SegelDaphne TheodorakopoulosTanja TornedeHenning WachsmuthMarius LindauerPublished in: CoRR (2023)
Keyphrases
- language model
- current challenges
- language modeling
- future directions
- utmost importance
- probabilistic model
- information retrieval
- speech recognition
- document retrieval
- language modelling
- statistical language models
- retrieval model
- query expansion
- context sensitive
- n gram
- test collection
- ad hoc information retrieval
- query terms
- smoothing methods
- document length
- pseudo relevance feedback
- language modeling framework
- okapi bm
- language models for information retrieval
- translation model
- relevance model
- information technology
- computer science