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Piero Molino

Department of Computer Science, Stanford University

Personalized Benchmarking with the Ludwig Benchmarking Toolkit


Nov 08, 2021
Avanika Narayan, Piero Molino, Karan Goel, Willie Neiswanger, Christopher Ré

* 14 pages, 14 figures, 35th Conference on Neural Information Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks 

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Declarative Machine Learning Systems


Jul 16, 2021
Piero Molino, Christopher Ré


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Controllable Text Generation with Focused Variation


Sep 25, 2020
Lei Shu, Alexandros Papangelis, Yi-Chia Wang, Gokhan Tur, Hu Xu, Zhaleh Feizollahi, Bing Liu, Piero Molino


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Joint Contextual Modeling for ASR Correction and Language Understanding


Jan 28, 2020
Yue Weng, Sai Sumanth Miryala, Chandra Khatri, Runze Wang, Huaixiu Zheng, Piero Molino, Mahdi Namazifar, Alexandros Papangelis, Hugh Williams, Franziska Bell, Gokhan Tur

* Accepted at IEEE ICASSP 2020 

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Exploration Based Language Learning for Text-Based Games


Jan 24, 2020
Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Piero Molino, Adrien Ecoffet, Huaixiu Zheng, Alexandros Papangelis, Dian Yu, Chandra Khatri, Gokhan Tur

* Under Review 

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Plato Dialogue System: A Flexible Conversational AI Research Platform


Jan 17, 2020
Alexandros Papangelis, Mahdi Namazifar, Chandra Khatri, Yi-Chia Wang, Piero Molino, Gokhan Tur


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


Jan 08, 2020
Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu


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Meta-Graph: Few shot Link Prediction via Meta Learning


Dec 20, 2019
Avishek Joey Bose, Ankit Jain, Piero Molino, William L. Hamilton


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


Dec 04, 2019
Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu


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Ludwig: a type-based declarative deep learning toolbox


Sep 17, 2019
Piero Molino, Yaroslav Dudin, Sai Sumanth Miryala


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Modeling Multi-Action Policy for Task-Oriented Dialogues


Aug 30, 2019
Lei Shu, Hu Xu, Bing Liu, Piero Molino

* 7 

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Flexibly-Structured Model for Task-Oriented Dialogues


Aug 06, 2019
Lei Shu, Piero Molino, Mahdi Namazifar, Hu Xu, Bing Liu, Huaixiu Zheng, Gokhan Tur


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Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning


Jul 24, 2019
Alexandros Papangelis, Yi-Chia Wang, Piero Molino, Gokhan Tur

* SIGDIAL 2019 

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


May 28, 2019
Piero Molino, Yang Wang, Jiawei Zhang


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


Aug 01, 2018
Jiawei Zhang, Yang Wang, Piero Molino, Lezhi Li, David S. Ebert


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An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution


Jul 09, 2018
Rosanne Liu, Joel Lehman, Piero Molino, Felipe Petroski Such, Eric Frank, Alex Sergeev, Jason Yosinski


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


Jul 03, 2018
Piero Molino, Huaixiu Zheng, Yi-Chia Wang


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