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Piero Molino
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Year
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report
J Zhao, T Wang, W Abid, G Angus, A Garg, J Kinnison, A Sherstinsky, ...
arXiv preprint arXiv:2405.00732, 2024
2024
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4
J Zhao, T Wang, W Abid, G Angus, A Garg, J Kinnison, A Sherstinsky, ...
arXiv preprint arXiv:2405.00732, 2024
52024
Design for Emergency: How Digital Technologies Enabled an Open Design Platform to Respond to COVID-19
S Colombo, E Ciliotta, L Marengo, H Liu, P Molino, P Ciuccarelli
Interacting with Computers 35 (5), 650-665, 2023
2023
Witgenstein's influence on artificial intelligence
P Molino, J Tagliabue
arXiv preprint arXiv:2302.01570, 2023
2023
Declarative machine learning systems
P Molino, C Ré
Communications of the ACM 65 (1), 42-49, 2021
202021
Personalized benchmarking with the ludwig benchmarking toolkit
A Narayan, P Molino, K Goel, W Neiswanger, C Re
arXiv preprint arXiv:2111.04260, 2021
112021
Declarative Machine Learning Systems: The future of machine learning will depend on it being in the hands of the rest of us.
P Molino, C Ré
Queue 19 (3), 46-76, 2021
62021
Controllable text generation with focused variation
L Shu, A Papangelis, YC Wang, G Tur, H Xu, Z Feizollahi, B Liu, P Molino
arXiv preprint arXiv:2009.12046, 2020
132020
Joint contextual modeling for asr correction and language understanding
Y Weng, SS Miryala, C Khatri, R Wang, H Zheng, P Molino, M Namazifar, ...
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
552020
Exploration based language learning for text-based games
A Madotto, M Namazifar, J Huizinga, P Molino, A Ecoffet, H Zheng, ...
arXiv preprint arXiv:2001.08868, 2020
302020
Plato dialogue system: A flexible conversational ai research platform
A Papangelis, M Namazifar, C Khatri, YC Wang, P Molino, G Tur
arXiv preprint arXiv:2001.06463, 2020
272020
Meta-graph: Few shot link prediction via meta learning
AJ Bose, A Jain, P Molino, WL Hamilton
arXiv preprint arXiv:1912.09867, 2019
832019
Plug and play language models: A simple approach to controlled text generation
S Dathathri, A Madotto, J Lan, J Hung, E Frank, P Molino, J Yosinski, ...
arXiv preprint arXiv:1912.02164, 2019
8942019
Ludwig: a type-based declarative deep learning toolbox
P Molino, Y Dudin, SS Miryala
arXiv preprint arXiv:1909.07930, 2019
722019
Modeling multi-action policy for task-oriented dialogues
L Shu, H Xu, B Liu, P Molino
arXiv preprint arXiv:1908.11546, 2019
132019
Flexibly-structured model for task-oriented dialogues
L Shu, P Molino, M Namazifar, H Xu, B Liu, H Zheng, G Tur
arXiv preprint arXiv:1908.02402, 2019
212019
Collaborative multi-agent dialogue model training via reinforcement learning
A Papangelis, YC Wang, P Molino, G Tur
arXiv preprint arXiv:1907.05507, 2019
482019
Parallax: Visualizing and understanding the semantics of embedding spaces via algebraic formulae
P Molino, Y Wang, J Zhang
arXiv preprint arXiv:1905.12099, 2019
132019
Commonsense and Semantic-Guided Navigation through Language in Embodied Environment.
D Yu, C Khatri, A Papangelis, A Madotto, M Namazifar, J Huizinga, ...
ViGIL@ NeurIPS, 2019
42019
Manifold: A model-agnostic framework for interpretation and diagnosis of machine learning models
J Zhang, Y Wang, P Molino, L Li, DS Ebert
IEEE transactions on visualization and computer graphics 25 (1), 364-373, 2018
2642018
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