ML
Mario Alejandro Leiva
cs.AIcs.LGcs.CLcs.CVcs.LO
On Valency
published · living versionsW_n6rj4p5u·v1 · currentpublished
Humans Correct Their Judgments Through Debate, but Weaker AI Models Do Not
with Maria Victoria Carro, Denise Alejandra Mester, Facundo Nieto, Oscar Agustin Stanchi +12
1 version
Preprints & journals
11 papers in the corpus · 2024–2026Humans Correct Their Judgments Through Debate, but Weaker AI Models Do Not2610.28539v1 · Maria Victoria Carro, Denise Alejandra Mester, Facundo Nieto et al.2026 · 0 citationsarXivon Valency
Adversarially Robust Abductive Fusion of Pre-trained Transformer-based Perception Models2608.04190v1 · Mario Leiva, Yue Ma, Qinru Qiu et al.2026 · 0 citationsarXiv
AI Debaters are More Persuasive when Arguing in Alignment with Their Own Beliefs2510.13912v3 · Mar'ia Victoria Carro, Denise Alejandra Mester, Facundo Nieto et al.2025 · 0 citationsarXiv
Do Large Language Models Show Biases in Causal Learning? Insights from Contingency Judgment2510.13985v1 · Mar'ia Victoria Carro, Denise Alejandra Mester, Francisca Gauna Selasco et al.2025 · 0 citationsarXiv
Error Detection and Correction for Interpretable Mathematics in Large Language Models2508.03500v1 · Yijin Yang, Cristina Cornelio, Mario Leiva et al.2025 · 1 citationarXiv
Machine Learning Model Integration with Open World Temporal Logic for Process Automation2506.17776v3 · Dyuman Aditya, Colton Payne, Mario Leiva et al.2025 · 0 citationsEPTCS 439, 2026, pp. 34-46
Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments2505.19361v6 · Mario Leiva, Noel Ngu, Joshua Shay Kricheli et al.2025 · 0 citationsarXiv
VLC Fusion: Vision-Language Conditioned Sensor Fusion for Robust Object Detection2505.12715v2 · Aditya Taparia, Noel Ngu, Mario Leiva et al.2025 · 1 citationarXiv
Multiple Distribution Shift -- Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation2502.13289v1 · Noel Ngu, Aditya Taparia, Gerardo I. Simari et al.2025 · 0 citationsarXiv
Do Large Language Models Show Biases in Causal Learning?2412.10509v1 · Maria Victoria Carro, Francisca Gauna Selasco, Denise Alejandra Mester et al.2024 · 0 citationsarXiv
Are UFOs Driving Innovation? The Illusion of Causality in Large Language Models2410.11684v1 · Mar'ia Victoria Carro, Francisca Gauna Selasco, Denise Alejandra Mester et al.2024 · 0 citationsarXiv
Career total: 22 works. 11 are in this corpus.
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