6 citations · 16 across the 15 of their papers we have counts for
4 papers · 1 filter
SymLoc: Symbolic Localization of Hallucination across HaluEval and TruthfulQA
Naveen Lamba, Sanju Tiwari, Manas Gaur
LLMs still struggle with hallucination, especially when confronted with symbolic triggers like modifiers, negation, numbers, exceptions, and named entities. Yet, we lack a clear un…
Investigating Symbolic Triggers of Hallucination in Gemma Models Across HaluEval and TruthfulQA
Naveen Lamba, Sanju Tiwari, Manas Gaur
Hallucination in Large Language Models (LLMs) is a well studied problem. However, the properties that make LLM intrinsically vulnerable to hallucinations have not been identified a…
Mental Health Equity in LLMs: Leveraging Multi-Hop Question Answering to Detect Amplified and Silenced Perspectives
Batool Haider, Atmika Gorti, Aman Chadha +1
Large Language Models (LLMs) in mental healthcare risk propagating biases that reinforce stigma and harm marginalized groups. While previous research identified concerning trends,…
Flying Pigs, FaR and Beyond: Evaluating LLM Reasoning in Counterfactual Worlds
Anish R Joishy, Ishwar B Balappanawar, Vamshi Krishna Bonagiri +3
A fundamental challenge in reasoning is navigating hypothetical, counterfactual worlds where logic may conflict with ingrained knowledge. We investigate this frontier for Large Lan…