Emmanouil A. Platanios

According to our database, Emmanouil A. Platanios authored at least 30 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2022

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems.

Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue.

Jiawei Zhou, Jason Eisner, Michael Newman, Emmanouil Antonios Platanios, Sam Thomson

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion.

Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Guided K-best Selection for Semantic Parsing Annotation.

Anton Belyy, Chieh-Yang Huang, Jacob Andreas, Emmanouil Antonios Platanios, Sam Thomson, Richard Shin, Subhro Roy, Aleksandr Nisnevich, Charles Chen, Benjamin Van Durme

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021

Learning Collections of Functions.

Emmanouil A. Platanios

PhD thesis, 2021

Coarse-to-Fine Curriculum Learning.

Otilia Stretcu, Emmanouil Antonios Platanios, Tom M. Mitchell, Barnabás Póczos

CoRR, 2021

Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention.

Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks.

Zhou Xian, Shamit Lal, Hsiao-Yu Tung, Emmanouil Antonios Platanios, Katerina Fragkiadaki

Proceedings of the 9th International Conference on Learning Representations, 2021

Constrained Language Models Yield Few-Shot Semantic Parsers.

Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Value-Agnostic Conversational Semantic Parsing.

Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Andrew Wolfe, Jacob Andreas, Dan Klein

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Re-TACRED: Addressing Shortcomings of the TACRED Dataset.

George Stoica, Emmanouil Antonios Platanios, Barnabás Póczos

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction.

George Stoica, Emmanouil Antonios Platanios, Barnabás Póczos

CoRR, 2020

Learning from Imperfect Annotations.

Emmanouil Antonios Platanios, Maruan Al-Shedivat, Eric P. Xing, Tom M. Mitchell

CoRR, 2020

Jelly Bean World: A Testbed for Never-Ending Learning.

Emmanouil Antonios Platanios, Abulhair Saparov, Tom M. Mitchell

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

Contextual Parameter Generation for Knowledge Graph Link Prediction.

George Stoica, Otilia Stretcu, Emmanouil Antonios Platanios, Tom M. Mitchell, Barnabás Póczos

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Graph Agreement Models for Semi-Supervised Learning.

Otilia Stretcu, Krishnamurthy Viswanathan, Dana Movshovitz-Attias, Emmanouil A. Platanios, Sujith Ravi, Andrew Tomkins

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Competence-based Curriculum Learning for Neural Machine Translation.

Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabás Póczos, Tom M. Mitchell

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Agreement-based Learning.

Emmanouil Antonios Platanios

CoRR, 2018

Deep Graphs.

Emmanouil Antonios Platanios, Alex Smola

CoRR, 2018

Never-ending learning.

Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha P. Talukdar, Bo Yang, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matt Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling

Commun. ACM, 2018

Contextual Parameter Generation for Universal Neural Machine Translation.

Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom M. Mitchell

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Active Learning amidst Logical Knowledge.

Emmanouil A. Platanios, Ashish Kapoor, Eric Horvitz

CoRR, 2017

Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach.

Emmanouil A. Platanios, Hoifung Poon, Tom M. Mitchell, Eric Horvitz

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

CMUML Micro-Reader System for KBP 2016 Cold Start Slot Filling, Event Nugget Detection, and Event Argument Linking.

Bishan Yang, Ndapandula Nakashole, Bryan Kisiel, Emmanouil A. Platanios, Abulhair Saparov, Shashank Srivastava, Derry Wijaya, Tom M. Mitchell

Proceedings of the 2016 Text Analysis Conference, 2016

Estimating Accuracy from Unlabeled Data: A Bayesian Approach.

Emmanouil Antonios Platanios, Avinava Dubey, Tom M. Mitchell

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

CMUML System for KBP 2015 Cold Start Slot Filling.

Bryan Kisiel, Bill McDowell, Matt Gardner, Ndapandula Nakashole, Emmanouil A. Platanios, Abulhair Saparov, Shashank Srivastava, Derry Wijaya, Tom M. Mitchell

Proceedings of the 2015 Text Analysis Conference, 2015

Never-Ending Learning.

Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha Pratim Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Gaussian Process-Mixture Conditional Heteroscedasticity.

Emmanouil A. Platanios, Sotirios P. Chatzis

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Estimating Accuracy from Unlabeled Data.

Emmanouil Antonios Platanios, Avrim Blum, Tom M. Mitchell

Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

2012

A Mixture Gaussian Process Conditional Heteroscedasticity Model with Power-Law Nature

Emmanouil A. Platanios, Sotirios P. Chatzis

CoRR, 2012