FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation
Oct 08, 1010
Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding
Oct 08, 1010
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching
Oct 08, 1010
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression
Oct 08, 1010
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge
Oct 08, 1010
CompactIE: Compact Facts in Open Information Extraction
Oct 08, 1010