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Alfonso Amayuelas
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The importance of modeling data missingness in algorithmic fairness: A causal perspective
N Goel, A Amayuelas, A Deshpande, A Sharma
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7564-7573, 2021
322021
Neural methods for logical reasoning over knowledge graphs
A Amayuelas, S Zhang, XS Rao, C Zhang
International Conference on Learning Representations, 2022
282022
Knowledge of knowledge: Exploring known-unknowns uncertainty with large language models
A Amayuelas, K Wong, L Pan, W Chen, W Wang
arXiv preprint arXiv:2305.13712, 2023
262023
Understanding the reasoning ability of language models from the perspective of reasoning paths aggregation
X Wang, A Amayuelas, K Zhang, L Pan, W Chen, WY Wang
arXiv preprint arXiv:2402.03268, 2024
22024
DebUnc: Mitigating Hallucinations in Large Language Model Agent Communication with Uncertainty Estimations
L Yoffe, A Amayuelas, WY Wang
arXiv preprint arXiv:2407.06426, 2024
2024
Generalization vs. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data
A Antoniades, X Wang, Y Elazar, A Amayuelas, A Albalak, K Zhang, ...
ICML 2024 Workshop on Foundation Models in the Wild, 2024
2024
DistiLRR: Transferring Code Repair for Low-Resource Programming Languages
K Wong, A Amayuelas, L Pan, WY Wang
arXiv preprint arXiv:2406.14867, 2024
2024
MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate
A Amayuelas, X Yang, A Antoniades, W Hua, L Pan, W Wang
arXiv preprint arXiv:2406.14711, 2024
2024
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