activity
20172025
most citedInformed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems

806 citations · 871 across the 9 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CL2024

VERITAS: A Unified Approach to Reliability Evaluation

Rajkumar Ramamurthy, Meghana Arakkal Rajeev, Oliver Molenschot +2

Large language models (LLMs) often fail to synthesize information from their context to generate an accurate response. This renders them unreliable in knowledge intensive settings…

cs.CL2024

Self-rationalization improves LLM as a fine-grained judge

Prapti Trivedi, Aditya Gulati, Oliver Molenschot +7

LLM-as-a-judge models have been used for evaluating both human and AI generated content, specifically by providing scores and rationales. Rationales, in addition to increasing tran…