16 citations · 26 across the 9 of their papers we have counts for
3 papers · 1 filter
Language Model Probabilities are Not Calibrated in Numeric Contexts
Charles Lovering, Michael Krumdick, Viet Dac Lai +5
Some statements have one well-defined continuation (e.g., "the Eiffel Tower is in [Paris]"), whereas others have a natural distribution over multiple options (e.g., "the weighted c…
Core: Robust Factual Precision with Informative Sub-Claim Identification
Zhengping Jiang, Jingyu Zhang, Nathaniel Weir +6
Hallucinations pose a challenge to the application of large language models (LLMs) thereby motivating the development of metrics to evaluate factual precision. We observe that popu…
A Closer Look at Claim Decomposition
Miriam Wanner, Seth Ebner, Zhengping Jiang +2
As generated text becomes more commonplace, it is increasingly important to evaluate how well-supported such text is by external knowledge sources. Many approaches for evaluating t…