Piero Molino

According to our database, Piero Molino authored at least 34 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report.

Justin Zhao, Timothy Wang, Wael Abid, Geoffrey Angus, Arnav Garg, Jeffery Kinnison, Alex Sherstinsky, Piero Molino, Travis Addair, Devvret Rishi

CoRR, 2024

2023

Design for Emergency: How Digital Technologies Enabled an Open Design Platform to Respond to COVID-19.

Sara Colombo, Estefania Ciliotta, Lucia Marengo, Houjiang Liu, Piero Molino, Paolo Ciuccarelli

Interact. Comput., September, 2023

Witgenstein's influence on artificial intelligence.

Piero Molino, Jacopo Tagliabue

CoRR, 2023

2022

Declarative machine learning systems.

Piero Molino, Christopher Ré

Commun. ACM, 2022

2021

Declarative Machine Learning Systems: The future of machine learning will depend on it being in the hands of the rest of us.

Piero Molino, Christopher Ré

ACM Queue, 2021

Personalized Benchmarking with the Ludwig Benchmarking Toolkit.

Avanika Narayan, Piero Molino, Karan Goel, Willie Neiswanger, Christopher Ré

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

Plato Dialogue System: A Flexible Conversational AI Research Platform.

Alexandros Papangelis, Mahdi Namazifar, Chandra Khatri, Yi-Chia Wang, Piero Molino, Gökhan Tür

CoRR, 2020

Exploration Based Language Learning for Text-Based Games.

Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Piero Molino, Adrien Ecoffet, Huaixiu Zheng, Alexandros Papangelis, Dian Yu, Chandra Khatri, Gökhan Tür

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Plug and Play Language Models: A Simple Approach to Controlled Text Generation.

Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu

Proceedings of the 8th International Conference on Learning Representations, 2020

Joint Contextual Modeling for ASR Correction and Language Understanding.

Yue Weng, Sai Sumanth Miryala, Chandra Khatri, Runze Wang, Huaixiu Zheng, Piero Molino, Mahdi Namazifar, Alexandros Papangelis, Hugh Williams, Franziska Bell, Gökhan Tür

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Controllable Text Generation with Focused Variation.

Lei Shu, Alexandros Papangelis, Yi-Chia Wang, Gökhan Tür, Hu Xu, Zhaleh Feizollahi, Bing Liu, Piero Molino

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models.

Jiawei Zhang, Yang Wang, Piero Molino, Lezhi Li, David S. Ebert

IEEE Trans. Vis. Comput. Graph., 2019

Meta-Graph: Few shot Link Prediction via Meta Learning.

Avishek Joey Bose, Ankit Jain, Piero Molino, William L. Hamilton

CoRR, 2019

Ludwig: a type-based declarative deep learning toolbox.

Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala

CoRR, 2019

Flexibly-Structured Model for Task-Oriented Dialogues.

Lei Shu, Piero Molino, Mahdi Namazifar, Hu Xu, Bing Liu, Huaixiu Zheng, Gökhan Tür

Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019

Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning.

Alexandros Papangelis, Yi-Chia Wang, Piero Molino, Gökhan Tür

Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019

Commonsense and Semantic-Guided Navigation through Language in Embodied Environment.

Dian Yu, Chandra Khatri, Alexandros Papangelis, Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Adrien Ecoffet, Huaixiu Zheng, Piero Molino, Jeff Clune, Zhou Yu, Kenji Sagae, Gökhan Tür

Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

Modeling Multi-Action Policy for Task-Oriented Dialogues.

Lei Shu, Hu Xu, Bing Liu, Piero Molino

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae.

Piero Molino, Yang Wang, Jiawei Zhang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

An intriguing failing of convolutional neural networks and the CoordConv solution.

Rosanne Liu, Joel Lehman, Piero Molino, Felipe Petroski Such, Eric Frank, Alex Sergeev, Jason Yosinski

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks.

Piero Molino, Huaixiu Zheng, Yi-Chia Wang

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2016

Social Question Answering: Textual, User, and Network Features for Best Answer Prediction.

Piero Molino, Luca Maria Aiello, Pasquale Lops

ACM Trans. Inf. Syst., 2016

2015

Playing with knowledge: A virtual player for "Who Wants to Be a Millionaire?" that leverages question answering techniques.

Piero Molino, Pasquale Lops, Giovanni Semeraro, Marco de Gemmis, Pierpaolo Basile

Artif. Intell., 2015

2014

Distributed Representations for Semantic Matching in non-factoid Question Answering.

Piero Molino, Luca Maria Aiello

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, 2014

2013

Fast Fuzzy Inference in Octave.

Piero Molino, Gianvito Pio, Corrado Mencar

Int. J. Comput. Intell. Syst., 2013

Semantic models for answer re-ranking in question answering.

Piero Molino

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Distributional Semantics for Answer Re-ranking in Question Answering.

Piero Molino, Pierpaolo Basile, Annalina Caputo, Pasquale Lops, Giovanni Semeraro

Proceedings of the 4th Italian Information Retrieval Workshop, 2013

A Virtual Player for "Who Wants to Be a Millionaire?" based on Question Answering.

Piero Molino, Pierpaolo Basile, Ciro Santoro, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro

Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

2012

Exploiting Distributional Semantic Models in Question Answering.

Piero Molino, Pierpaolo Basile, Annalina Caputo, Pasquale Lops, Giovanni Semeraro

Proceedings of the Sixth IEEE International Conference on Semantic Computing, 2012

QuestionCube: a Framework for Question Answering.

Piero Molino, Pierpaolo Basile

Proceedings of the 3rd Italian Information Retrieval Workshop, 2012

Semantic Models for Question Answering.

Piero Molino, Pasquale Lops

Proceedings of the Doctoral Consortium of the 12th Symposium of the Italian Association for Artificial Intelligence, 2012

2011

Motivating Serendipitous Encounters in Museum Recommendations.

Leo Iaquinta, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Piero Molino

Proceedings of the Advances in Distributed Agent-Based Retrieval Tools, 2011

2010

Serendipitous Encounters along Dynamically Personalized Museum Tours.

Leo Iaquinta, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Piero Molino

Proceedings of the IIR 2010, 2010

2008

Introducing Serendipity in a Content-Based Recommender System.

Leo Iaquinta, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Michele Filannino, Piero Molino

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008