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ORCIDEmmanouil A. Platanios
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2020 – today
- 2022
[c18]Anton Belyy, Chieh-Yang Huang, Jacob Andreas, Emmanouil Antonios Platanios, Sam Thomson, Richard Shin, Subhro Roy, Aleksandr Nisnevich, Charles Chen, Benjamin Van Durme:
Guided K-best Selection for Semantic Parsing Annotation. ACL (demo) 2022: 114-126- [c17]Jiawei Zhou, Jason Eisner, Michael Newman, Emmanouil Antonios Platanios, Sam Thomson:
Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue. ACL (1) 2022: 1554-1576 - [c16]Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios:
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion. ACL (1) 2022: 5568-5578 - [c15]Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su:
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems. EMNLP 2022: 11473-11487 - [i17]Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su:
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems. CoRR abs/2205.12228 (2022) - 2021
- [b1]Emmanouil A. Platanios:
Learning Collections of Functions. Carnegie Mellon University, USA, 2021 - [c14]George Stoica, Emmanouil Antonios Platanios, Barnabás Póczos:
Re-TACRED: Addressing Shortcomings of the TACRED Dataset. AAAI 2021: 13843-13850 - [c13]Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Andrew Wolfe, Jacob Andreas, Dan Klein:
Value-Agnostic Conversational Semantic Parsing. ACL/IJCNLP (1) 2021: 3666-3681 - [c12]Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme:
Constrained Language Models Yield Few-Shot Semantic Parsers. EMNLP (1) 2021: 7699-7715 - [c11]Zhou Xian, Shamit Lal, Hsiao-Yu Tung, Emmanouil Antonios Platanios, Katerina Fragkiadaki:
HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks. ICLR 2021 - [c10]Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas:
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention. NAACL-HLT 2021: 2810-2823 - [i16]Zhou Xian, Shamit Lal, Hsiao-Yu Tung, Emmanouil Antonios Platanios, Katerina Fragkiadaki:
HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks. CoRR abs/2103.09439 (2021) - [i15]George Stoica, Emmanouil Antonios Platanios, Barnabás Póczos:
Re-TACRED: Addressing Shortcomings of the TACRED Dataset. CoRR abs/2104.08398 (2021) - [i14]Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme:
Constrained Language Models Yield Few-Shot Semantic Parsers. CoRR abs/2104.08768 (2021) - [i13]Otilia Stretcu, Emmanouil Antonios Platanios, Tom M. Mitchell, Barnabás Póczos:
Coarse-to-Fine Curriculum Learning. CoRR abs/2106.04072 (2021) - 2020
- [c9]George Stoica, Otilia Stretcu, Emmanouil Antonios Platanios, Tom M. Mitchell, Barnabás Póczos:
Contextual Parameter Generation for Knowledge Graph Link Prediction. AAAI 2020: 3000-3008 - [c8]Emmanouil Antonios Platanios, Abulhair Saparov, Tom M. Mitchell:
Jelly Bean World: A Testbed for Never-Ending Learning. ICLR 2020 - [i12]Emmanouil Antonios Platanios, Abulhair Saparov, Tom M. Mitchell:
Jelly Bean World: A Testbed for Never-Ending Learning. CoRR abs/2002.06306 (2020) - [i11]Emmanouil Antonios Platanios, Maruan Al-Shedivat, Eric P. Xing, Tom M. Mitchell:
Learning from Imperfect Annotations. CoRR abs/2004.03473 (2020) - [i10]George Stoica, Emmanouil Antonios Platanios, Barnabás Póczos:
Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction. CoRR abs/2012.04812 (2020)
2010 – 2019
- 2019
- [c7]Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabás Póczos, Tom M. Mitchell:
Competence-based Curriculum Learning for Neural Machine Translation. NAACL-HLT (1) 2019: 1162-1172 - [c6]Otilia Stretcu, Krishnamurthy Viswanathan, Dana Movshovitz-Attias, Emmanouil A. Platanios, Sujith Ravi, Andrew Tomkins:
Graph Agreement Models for Semi-Supervised Learning. NeurIPS 2019: 8710-8720 - [i9]Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabás Póczos, Tom M. Mitchell:
Competence-based Curriculum Learning for Neural Machine Translation. CoRR abs/1903.09848 (2019) - 2018
- [j2]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:
Never-ending learning. Commun. ACM 61(5): 103-115 (2018) - [c5]Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom M. Mitchell:
Contextual Parameter Generation for Universal Neural Machine Translation. EMNLP 2018: 425-435 - [i8]Emmanouil Antonios Platanios, Alex Smola:
Deep Graphs. CoRR abs/1806.01235 (2018) - [i7]Emmanouil Antonios Platanios:
Agreement-based Learning. CoRR abs/1806.01258 (2018) - [i6]Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom M. Mitchell:
Contextual Parameter Generation for Universal Neural Machine Translation. CoRR abs/1808.08493 (2018) - 2017
- [c4]Emmanouil A. Platanios, Hoifung Poon, Tom M. Mitchell, Eric Horvitz:
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach. NIPS 2017: 4361-4370 - [i5]Emmanouil A. Platanios, Hoifung Poon, Tom M. Mitchell, Eric Horvitz:
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach. CoRR abs/1705.07086 (2017) - [i4]Emmanouil A. Platanios, Ashish Kapoor, Eric Horvitz:
Active Learning amidst Logical Knowledge. CoRR abs/1709.08850 (2017) - 2016
- [c3]Emmanouil Antonios Platanios, Avinava Dubey, Tom M. Mitchell:
Estimating Accuracy from Unlabeled Data: A Bayesian Approach. ICML 2016: 1416-1425 - [i3]Bishan Yang, Ndapandula Nakashole, Bryan Kisiel, Emmanouil A. Platanios, Abulhair Saparov, Shashank Srivastava, Derry Wijaya, Tom M. Mitchell:
CMUML Micro-Reader System for KBP 2016 Cold Start Slot Filling, Event Nugget Detection, and Event Argument Linking. TAC 2016 - 2015
- [c2]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:
Never-Ending Learning. AAAI 2015: 2302-2310 - [i2]Bryan Kisiel, Bill McDowell, Matt Gardner, Ndapandula Nakashole, Emmanouil A. Platanios, Abulhair Saparov, Shashank Srivastava, Derry Wijaya, Tom M. Mitchell:
CMUML System for KBP 2015 Cold Start Slot Filling. TAC 2015 - 2014
- [j1]Emmanouil A. Platanios, Sotirios P. Chatzis:
Gaussian Process-Mixture Conditional Heteroscedasticity. IEEE Trans. Pattern Anal. Mach. Intell. 36(5): 888-900 (2014) - [c1]Emmanouil Antonios Platanios, Avrim Blum, Tom M. Mitchell:
Estimating Accuracy from Unlabeled Data. UAI 2014: 682-691 - 2012
- [i1]Emmanouil A. Platanios, Sotirios P. Chatzis:
A Mixture Gaussian Process Conditional Heteroscedasticity Model with Power-Law Nature. CoRR abs/1211.4410 (2012)
Coauthor Index
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