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ORCIDBibTeX records: Piero Molino
@article{DBLP:journals/corr/abs-2405-00732,
author = {Justin Zhao and
Timothy Wang and
Wael Abid and
Geoffrey Angus and
Arnav Garg and
Jeffery Kinnison and
Alex Sherstinsky and
Piero Molino and
Travis Addair and
Devvret Rishi},
title = {LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, {A} Technical Report},
journal = {CoRR},
volume = {abs/2405.00732},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.00732},
doi = {10.48550/ARXIV.2405.00732},
eprinttype = {arXiv},
eprint = {2405.00732},
timestamp = {Sun, 09 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-00732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iwc/ColomboCMLMC23,
author = {Sara Colombo and
Estefania Ciliotta and
Lucia Marengo and
Houjiang Liu and
Piero Molino and
Paolo Ciuccarelli},
title = {Design for Emergency: How Digital Technologies Enabled an Open Design
Platform to Respond to {COVID-19}},
journal = {Interact. Comput.},
volume = {35},
number = {5},
pages = {650--665},
year = {2023},
url = {https://doi.org/10.1093/iwc/iwad042},
doi = {10.1093/IWC/IWAD042},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iwc/ColomboCMLMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01570,
author = {Piero Molino and
Jacopo Tagliabue},
title = {Witgenstein's influence on artificial intelligence},
journal = {CoRR},
volume = {abs/2302.01570},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01570},
doi = {10.48550/ARXIV.2302.01570},
eprinttype = {arXiv},
eprint = {2302.01570},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/MolinoR22,
author = {Piero Molino and
Christopher R{\'{e}}},
title = {Declarative machine learning systems},
journal = {Commun. {ACM}},
volume = {65},
number = {1},
pages = {42--49},
year = {2022},
url = {https://doi.org/10.1145/3475167},
doi = {10.1145/3475167},
timestamp = {Tue, 21 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/MolinoR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/queue/MolinoR21,
author = {Piero Molino and
Christopher R{\'{e}}},
title = {Declarative Machine Learning Systems: The future of machine learning
will depend on it being in the hands of the rest of us},
journal = {{ACM} Queue},
volume = {19},
number = {3},
pages = {46--76},
year = {2021},
url = {https://doi.org/10.1145/3475965.3479315},
doi = {10.1145/3475965.3479315},
timestamp = {Fri, 10 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/queue/MolinoR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NarayanMGNR21,
author = {Avanika Narayan and
Piero Molino and
Karan Goel and
Willie Neiswanger and
Christopher R{\'{e}}},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {Personalized Benchmarking with the Ludwig Benchmarking Toolkit},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/7cbbc409ec990f19c78c75bd1e06f215-Abstract-round1.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/NarayanMGNR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08148,
author = {Piero Molino and
Christopher R{\'{e}}},
title = {Declarative Machine Learning Systems},
journal = {CoRR},
volume = {abs/2107.08148},
year = {2021},
url = {https://arxiv.org/abs/2107.08148},
eprinttype = {arXiv},
eprint = {2107.08148},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04260,
author = {Avanika Narayan and
Piero Molino and
Karan Goel and
Willie Neiswanger and
Christopher R{\'{e}}},
title = {Personalized Benchmarking with the Ludwig Benchmarking Toolkit},
journal = {CoRR},
volume = {abs/2111.04260},
year = {2021},
url = {https://arxiv.org/abs/2111.04260},
eprinttype = {arXiv},
eprint = {2111.04260},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0004PWTXF0M20,
author = {Lei Shu and
Alexandros Papangelis and
Yi{-}Chia Wang and
G{\"{o}}khan T{\"{u}}r and
Hu Xu and
Zhaleh Feizollahi and
Bing Liu and
Piero Molino},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Controllable Text Generation with Focused Variation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {3805--3817},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.339},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.339},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/0004PWTXF0M20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WengMKWZMNPWBT20,
author = {Yue Weng and
Sai Sumanth Miryala and
Chandra Khatri and
Runze Wang and
Huaixiu Zheng and
Piero Molino and
Mahdi Namazifar and
Alexandros Papangelis and
Hugh Williams and
Franziska Bell and
G{\"{o}}khan T{\"{u}}r},
title = {Joint Contextual Modeling for {ASR} Correction and Language Understanding},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {6349--6353},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053213},
doi = {10.1109/ICASSP40776.2020.9053213},
timestamp = {Thu, 23 Jul 2020 16:19:28 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WengMKWZMNPWBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DathathriMLHFMY20,
author = {Sumanth Dathathri and
Andrea Madotto and
Janice Lan and
Jane Hung and
Eric Frank and
Piero Molino and
Jason Yosinski and
Rosanne Liu},
title = {Plug and Play Language Models: {A} Simple Approach to Controlled Text
Generation},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=H1edEyBKDS},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DathathriMLHFMY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MadottoNHMEZPYK20,
author = {Andrea Madotto and
Mahdi Namazifar and
Joost Huizinga and
Piero Molino and
Adrien Ecoffet and
Huaixiu Zheng and
Alexandros Papangelis and
Dian Yu and
Chandra Khatri and
G{\"{o}}khan T{\"{u}}r},
editor = {Christian Bessiere},
title = {Exploration Based Language Learning for Text-Based Games},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {1488--1494},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/207},
doi = {10.24963/IJCAI.2020/207},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/MadottoNHMEZPYK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06463,
author = {Alexandros Papangelis and
Mahdi Namazifar and
Chandra Khatri and
Yi{-}Chia Wang and
Piero Molino and
G{\"{o}}khan T{\"{u}}r},
title = {Plato Dialogue System: {A} Flexible Conversational {AI} Research Platform},
journal = {CoRR},
volume = {abs/2001.06463},
year = {2020},
url = {https://arxiv.org/abs/2001.06463},
eprinttype = {arXiv},
eprint = {2001.06463},
timestamp = {Sat, 25 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08868,
author = {Andrea Madotto and
Mahdi Namazifar and
Joost Huizinga and
Piero Molino and
Adrien Ecoffet and
Huaixiu Zheng and
Alexandros Papangelis and
Dian Yu and
Chandra Khatri and
G{\"{o}}khan T{\"{u}}r},
title = {Exploration Based Language Learning for Text-Based Games},
journal = {CoRR},
volume = {abs/2001.08868},
year = {2020},
url = {https://arxiv.org/abs/2001.08868},
eprinttype = {arXiv},
eprint = {2001.08868},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00750,
author = {Yue Weng and
Sai Sumanth Miryala and
Chandra Khatri and
Runze Wang and
Huaixiu Zheng and
Piero Molino and
Mahdi Namazifar and
Alexandros Papangelis and
Hugh Williams and
Franziska Bell and
G{\"{o}}khan T{\"{u}}r},
title = {Joint Contextual Modeling for {ASR} Correction and Language Understanding},
journal = {CoRR},
volume = {abs/2002.00750},
year = {2020},
url = {https://arxiv.org/abs/2002.00750},
eprinttype = {arXiv},
eprint = {2002.00750},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12046,
author = {Lei Shu and
Alexandros Papangelis and
Yi{-}Chia Wang and
G{\"{o}}khan T{\"{u}}r and
Hu Xu and
Zhaleh Feizollahi and
Bing Liu and
Piero Molino},
title = {Controllable Text Generation with Focused Variation},
journal = {CoRR},
volume = {abs/2009.12046},
year = {2020},
url = {https://arxiv.org/abs/2009.12046},
eprinttype = {arXiv},
eprint = {2009.12046},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-12046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/ZhangWMLE19,
author = {Jiawei Zhang and
Yang Wang and
Piero Molino and
Lezhi Li and
David S. Ebert},
title = {Manifold: {A} Model-Agnostic Framework for Interpretation and Diagnosis
of Machine Learning Models},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {25},
number = {1},
pages = {364--373},
year = {2019},
url = {https://doi.org/10.1109/TVCG.2018.2864499},
doi = {10.1109/TVCG.2018.2864499},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/ZhangWMLE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MolinoWZ19,
author = {Piero Molino and
Yang Wang and
Jiawei Zhang},
editor = {Marta R. Costa{-}juss{\`{a}} and
Enrique Alfonseca},
title = {Parallax: Visualizing and Understanding the Semantics of Embedding
Spaces via Algebraic Formulae},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28 - August 2, 2019,
Volume 3: System Demonstrations},
pages = {165--180},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-3028},
doi = {10.18653/V1/P19-3028},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MolinoWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShuXLM19,
author = {Lei Shu and
Hu Xu and
Bing Liu and
Piero Molino},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Modeling Multi-Action Policy for Task-Oriented Dialogues},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {1304--1310},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1130},
doi = {10.18653/V1/D19-1130},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ShuXLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/PapangelisWMT19,
author = {Alexandros Papangelis and
Yi{-}Chia Wang and
Piero Molino and
G{\"{o}}khan T{\"{u}}r},
editor = {Satoshi Nakamura and
Milica Gasic and
Ingrid Zuckerman and
Gabriel Skantze and
Mikio Nakano and
Alexandros Papangelis and
Stefan Ultes and
Koichiro Yoshino},
title = {Collaborative Multi-Agent Dialogue Model Training Via Reinforcement
Learning},
booktitle = {Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue,
SIGdial 2019, Stockholm, Sweden, September 11-13, 2019},
pages = {92--102},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/W19-5912},
doi = {10.18653/V1/W19-5912},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/PapangelisWMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/ShuMNXLZT19,
author = {Lei Shu and
Piero Molino and
Mahdi Namazifar and
Hu Xu and
Bing Liu and
Huaixiu Zheng and
G{\"{o}}khan T{\"{u}}r},
editor = {Satoshi Nakamura and
Milica Gasic and
Ingrid Zuckerman and
Gabriel Skantze and
Mikio Nakano and
Alexandros Papangelis and
Stefan Ultes and
Koichiro Yoshino},
title = {Flexibly-Structured Model for Task-Oriented Dialogues},
booktitle = {Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue,
SIGdial 2019, Stockholm, Sweden, September 11-13, 2019},
pages = {178--187},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/W19-5922},
doi = {10.18653/V1/W19-5922},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/ShuMNXLZT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuKPMNHEZMCYST19,
author = {Dian Yu and
Chandra Khatri and
Alexandros Papangelis and
Andrea Madotto and
Mahdi Namazifar and
Joost Huizinga and
Adrien Ecoffet and
Huaixiu Zheng and
Piero Molino and
Jeff Clune and
Zhou Yu and
Kenji Sagae and
G{\"{o}}khan T{\"{u}}r},
title = {Commonsense and Semantic-Guided Navigation through Language in Embodied
Environment},
booktitle = {Visually Grounded Interaction and Language (ViGIL), NeurIPS 2019 Workshop,
Vancouver, Canada, December 13, 2019},
year = {2019},
timestamp = {Sat, 20 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuKPMNHEZMCYST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12099,
author = {Piero Molino and
Yang Wang and
Jiawei Zhang},
title = {Parallax: Visualizing and Understanding the Semantics of Embedding
Spaces via Algebraic Formulae},
journal = {CoRR},
volume = {abs/1905.12099},
year = {2019},
url = {http://arxiv.org/abs/1905.12099},
eprinttype = {arXiv},
eprint = {1905.12099},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05507,
author = {Alexandros Papangelis and
Yi{-}Chia Wang and
Piero Molino and
G{\"{o}}khan T{\"{u}}r},
title = {Collaborative Multi-Agent Dialogue Model Training Via Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1907.05507},
year = {2019},
url = {http://arxiv.org/abs/1907.05507},
eprinttype = {arXiv},
eprint = {1907.05507},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-05507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02402,
author = {Lei Shu and
Piero Molino and
Mahdi Namazifar and
Hu Xu and
Bing Liu and
Huaixiu Zheng and
G{\"{o}}khan T{\"{u}}r},
title = {Flexibly-Structured Model for Task-Oriented Dialogues},
journal = {CoRR},
volume = {abs/1908.02402},
year = {2019},
url = {http://arxiv.org/abs/1908.02402},
eprinttype = {arXiv},
eprint = {1908.02402},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11546,
author = {Lei Shu and
Hu Xu and
Bing Liu and
Piero Molino},
title = {Modeling Multi-Action Policy for Task-Oriented Dialogues},
journal = {CoRR},
volume = {abs/1908.11546},
year = {2019},
url = {http://arxiv.org/abs/1908.11546},
eprinttype = {arXiv},
eprint = {1908.11546},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-11546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07930,
author = {Piero Molino and
Yaroslav Dudin and
Sai Sumanth Miryala},
title = {Ludwig: a type-based declarative deep learning toolbox},
journal = {CoRR},
volume = {abs/1909.07930},
year = {2019},
url = {http://arxiv.org/abs/1909.07930},
eprinttype = {arXiv},
eprint = {1909.07930},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-07930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02164,
author = {Sumanth Dathathri and
Andrea Madotto and
Janice Lan and
Jane Hung and
Eric Frank and
Piero Molino and
Jason Yosinski and
Rosanne Liu},
title = {Plug and Play Language Models: {A} Simple Approach to Controlled Text
Generation},
journal = {CoRR},
volume = {abs/1912.02164},
year = {2019},
url = {http://arxiv.org/abs/1912.02164},
eprinttype = {arXiv},
eprint = {1912.02164},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09867,
author = {Avishek Joey Bose and
Ankit Jain and
Piero Molino and
William L. Hamilton},
title = {Meta-Graph: Few shot Link Prediction via Meta Learning},
journal = {CoRR},
volume = {abs/1912.09867},
year = {2019},
url = {http://arxiv.org/abs/1912.09867},
eprinttype = {arXiv},
eprint = {1912.09867},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MolinoZW18,
author = {Piero Molino and
Huaixiu Zheng and
Yi{-}Chia Wang},
editor = {Yike Guo and
Faisal Farooq},
title = {{COTA:} Improving the Speed and Accuracy of Customer Support through
Ranking and Deep Networks},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {586--595},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219851},
doi = {10.1145/3219819.3219851},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MolinoZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuLMSFSY18,
author = {Rosanne Liu and
Joel Lehman and
Piero Molino and
Felipe Petroski Such and
Eric Frank and
Alex Sergeev and
Jason Yosinski},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {An intriguing failing of convolutional neural networks and the CoordConv
solution},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9628--9639},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/60106888f8977b71e1f15db7bc9a88d1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuLMSFSY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01337,
author = {Piero Molino and
Huaixiu Zheng and
Yi{-}Chia Wang},
title = {{COTA:} Improving the Speed and Accuracy of Customer Support through
Ranking and Deep Networks},
journal = {CoRR},
volume = {abs/1807.01337},
year = {2018},
url = {http://arxiv.org/abs/1807.01337},
eprinttype = {arXiv},
eprint = {1807.01337},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03247,
author = {Rosanne Liu and
Joel Lehman and
Piero Molino and
Felipe Petroski Such and
Eric Frank and
Alex Sergeev and
Jason Yosinski},
title = {An Intriguing Failing of Convolutional Neural Networks and the CoordConv
Solution},
journal = {CoRR},
volume = {abs/1807.03247},
year = {2018},
url = {http://arxiv.org/abs/1807.03247},
eprinttype = {arXiv},
eprint = {1807.03247},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00196,
author = {Jiawei Zhang and
Yang Wang and
Piero Molino and
Lezhi Li and
David S. Ebert},
title = {Manifold: {A} Model-Agnostic Framework for Interpretation and Diagnosis
of Machine Learning Models},
journal = {CoRR},
volume = {abs/1808.00196},
year = {2018},
url = {http://arxiv.org/abs/1808.00196},
eprinttype = {arXiv},
eprint = {1808.00196},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/MolinoAL16,
author = {Piero Molino and
Luca Maria Aiello and
Pasquale Lops},
title = {Social Question Answering: Textual, User, and Network Features for
Best Answer Prediction},
journal = {{ACM} Trans. Inf. Syst.},
volume = {35},
number = {1},
pages = {4:1--4:40},
year = {2016},
url = {https://doi.org/10.1145/2948063},
doi = {10.1145/2948063},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/MolinoAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/MolinoLSGB15,
author = {Piero Molino and
Pasquale Lops and
Giovanni Semeraro and
Marco de Gemmis and
Pierpaolo Basile},
title = {Playing with knowledge: {A} virtual player for "Who Wants to
Be a Millionaire?" that leverages question answering techniques},
journal = {Artif. Intell.},
volume = {222},
pages = {157--181},
year = {2015},
url = {https://doi.org/10.1016/j.artint.2015.02.003},
doi = {10.1016/J.ARTINT.2015.02.003},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/MolinoLSGB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/MolinoA14,
author = {Piero Molino and
Luca Maria Aiello},
editor = {Julio Gonzalo and
Hang Li and
Alessandro Moschitti and
Jun Xu},
title = {Distributed Representations for Semantic Matching in non-factoid Question
Answering},
booktitle = {Proceedings of Workshop on Semantic Matching in Information Retrieval
co-located with the 37th international {ACM} {SIGIR} conference on
research and development in information retrieval, SMIR@SIGIR 2014,
Queensland, Australia, July 11, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1204},
pages = {38--45},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1204/papers/paper\_9.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:16 +0100},
biburl = {https://dblp.org/rec/conf/sigir/MolinoA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/MolinoPM13,
author = {Piero Molino and
Gianvito Pio and
Corrado Mencar},
title = {Fast Fuzzy Inference in Octave},
journal = {Int. J. Comput. Intell. Syst.},
volume = {6},
number = {2},
pages = {307--317},
year = {2013},
url = {https://doi.org/10.1080/18756891.2013.769765},
doi = {10.1080/18756891.2013.769765},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/MolinoPM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/MolinoBSLGS13,
author = {Piero Molino and
Pierpaolo Basile and
Ciro Santoro and
Pasquale Lops and
Marco de Gemmis and
Giovanni Semeraro},
editor = {Matteo Baldoni and
Cristina Baroglio and
Guido Boella and
Roberto Micalizio},
title = {A Virtual Player for "Who Wants to Be a Millionaire?" based
on Question Answering},
booktitle = {AI*IA 2013: Advances in Artificial Intelligence - XIIIth International
Conference of the Italian Association for Artificial Intelligence,
Turin, Italy, December 4-6, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8249},
pages = {205--216},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-03524-6\_18},
doi = {10.1007/978-3-319-03524-6\_18},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aiia/MolinoBSLGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iir/MolinoBCLS13,
author = {Piero Molino and
Pierpaolo Basile and
Annalina Caputo and
Pasquale Lops and
Giovanni Semeraro},
editor = {Roberto Basili and
Fabrizio Sebastiani and
Giovanni Semeraro},
title = {Distributional Semantics for Answer Re-ranking in Question Answering},
booktitle = {Proceedings of the 4th Italian Information Retrieval Workshop, Pisa,
Italy, January 16-17, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {964},
pages = {100--103},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-964/paper15.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:48 +0100},
biburl = {https://dblp.org/rec/conf/iir/MolinoBCLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Molino13,
author = {Piero Molino},
editor = {Gareth J. F. Jones and
Paraic Sheridan and
Diane Kelly and
Maarten de Rijke and
Tetsuya Sakai},
title = {Semantic models for answer re-ranking in question answering},
booktitle = {The 36th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '13, Dublin, Ireland - July 28 -
August 01, 2013},
pages = {1146},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2484028.2484233},
doi = {10.1145/2484028.2484233},
timestamp = {Tue, 06 Nov 2018 11:07:23 +0100},
biburl = {https://dblp.org/rec/conf/sigir/Molino13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/MolinoL12,
author = {Piero Molino and
Pasquale Lops},
editor = {Paolo Liberatore and
Michele Lombardi and
Floriano Scioscia},
title = {Semantic Models for Question Answering},
booktitle = {Proceedings of the Doctoral Consortium of the 12th Symposium of the
Italian Association for Artificial Intelligence, Rome, Italy, June
15, 2012},
series = {{CEUR} Workshop Proceedings},
volume = {926},
pages = {28--32},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-926/paper6.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:00 +0100},
biburl = {https://dblp.org/rec/conf/aiia/MolinoL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iir/MolinoB12,
author = {Piero Molino and
Pierpaolo Basile},
editor = {Giambattista Amati and
Claudio Carpineto and
Giovanni Semeraro},
title = {QuestionCube: a Framework for Question Answering},
booktitle = {Proceedings of the 3rd Italian Information Retrieval Workshop, Bari,
Italy, January 26-27, 2012},
series = {{CEUR} Workshop Proceedings},
volume = {835},
pages = {167--178},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-835/paper19.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:48 +0100},
biburl = {https://dblp.org/rec/conf/iir/MolinoB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semco/MolinoBCLS12,
author = {Piero Molino and
Pierpaolo Basile and
Annalina Caputo and
Pasquale Lops and
Giovanni Semeraro},
title = {Exploiting Distributional Semantic Models in Question Answering},
booktitle = {Sixth {IEEE} International Conference on Semantic Computing, {ICSC}
2012, Palermo, Italy, September 19-21, 2012},
pages = {146--153},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICSC.2012.53},
doi = {10.1109/ICSC.2012.53},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/semco/MolinoBCLS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/IaquintaGLSM11,
author = {Leo Iaquinta and
Marco de Gemmis and
Pasquale Lops and
Giovanni Semeraro and
Piero Molino},
editor = {Vincenzo Pallotta and
Alessandro Soro and
Eloisa Vargiu},
title = {Motivating Serendipitous Encounters in Museum Recommendations},
booktitle = {Advances in Distributed Agent-Based Retrieval Tools},
series = {Studies in Computational Intelligence},
volume = {361},
pages = {159--167},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21384-7\_11},
doi = {10.1007/978-3-642-21384-7\_11},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/IaquintaGLSM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iir/IaquintaGLSM10,
author = {Leo Iaquinta and
Marco de Gemmis and
Pasquale Lops and
Giovanni Semeraro and
Piero Molino},
editor = {Massimo Melucci and
Stefano Mizzaro and
Gabriella Pasi},
title = {Serendipitous Encounters along Dynamically Personalized Museum Tours},
booktitle = {{IIR} 2010 - Proceedings of the First Italian Information Retrieval
Workshop, Padua, Italy, January 27-28, 2010},
series = {{CEUR} Workshop Proceedings},
volume = {560},
pages = {101--102},
publisher = {CEUR-WS.org},
year = {2010},
url = {https://ceur-ws.org/Vol-560/paper23.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:48 +0100},
biburl = {https://dblp.org/rec/conf/iir/IaquintaGLSM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/IaquintaGLSFM08,
author = {Leo Iaquinta and
Marco de Gemmis and
Pasquale Lops and
Giovanni Semeraro and
Michele Filannino and
Piero Molino},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Introducing Serendipity in a Content-Based Recommender System},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {168--173},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.25},
doi = {10.1109/HIS.2008.25},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/IaquintaGLSFM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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