1 citations · 2 across the 8 of their papers we have counts for
3 papers · 1 filter
Bridging LLM Planning Agents and Formal Methods: A Case Study in Plan Verification
Keshav Ramani, Vali Tawosi, Salwa Alamir +1
We introduce a novel framework for evaluating the alignment between natural language plans and their expected behavior by converting them into Kripke structures and Linear Temporal…
On the Temporal Question-Answering Capabilities of Large Language Models Over Anonymized Data
Alfredo Garrachón Ruiz, Tomás de la Rosa, Daniel Borrajo
The applicability of Large Language Models (LLMs) in temporal reasoning tasks over data that is not present during training is still a field that remains to be explored. In this pa…
Hypercone Assisted Contour Generation for Out-of-Distribution Detection
Annita Vapsi, Andrés Muñoz, Nancy Thomas +2
Recent advances in the field of out-of-distribution (OOD) detection have placed great emphasis on learning better representations suited to this task. While there are distance-base…