Confidence-Aware Sub-Structure Beam Search (CABS): Mitigating Hallucination in Structured Data Generation with Large Language Models.
Chengwei WeiKee Kiat KooAmir TavanaeiKarim BouyarmanePublished in: CoRR (2024)
Keyphrases
- language model
- beam search
- data generation
- language modeling
- n gram
- document retrieval
- query expansion
- probabilistic model
- test collection
- information retrieval
- query terms
- smoothing methods
- ranking functions
- heuristic search
- search methods
- retrieval model
- hill climbing
- search algorithm
- branch and bound
- streaming data
- active learning
- data sets