A Mixture Gaussian Process Conditional Heteroscedasticity Model with Power-Law Nature - Emmanouil A. Platanios; Sotirios P. Chatzis (CoRR, 2012)

Estimating Accuracy from Unlabeled Data. - Emmanouil Antonios Platanios; Avrim Blum; Tom M. Mitchell (UAI, 2014)

Gaussian Process-Mixture Conditional Heteroscedasticity. - Emmanouil A. Platanios; Sotirios P. Chatzis (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

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 001; Bryan Kisiel; Jayant Krishnamurthy; Ni Lao; Kathryn Mazaitis; et al. (AAAI, 2015)

CMUML System for KBP 2015 Cold Start Slot Filling. - Bryan Kisiel; Bill McDowell; Matt Gardner 001; Ndapandula Nakashole; Emmanouil A. Platanios; Abulhair Saparov; Shashank Srivastava; Derry Wijaya; Tom M. Mitchell (TAC, 2015)

Estimating Accuracy from Unlabeled Data: A Bayesian Approach. - Emmanouil Antonios Platanios; Avinava Dubey; Tom M. Mitchell (ICML, 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 (TAC, 2016)

Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach. - Emmanouil A. Platanios; Hoifung Poon; Tom M. Mitchell; Eric Horvitz (NIPS, 2017)

Active Learning amidst Logical Knowledge. - Emmanouil A. Platanios; Ashish Kapoor; Eric Horvitz (CoRR, 2017)

Contextual Parameter Generation for Universal Neural Machine Translation. - Emmanouil Antonios Platanios; Mrinmaya Sachan; Graham Neubig; Tom M. Mitchell (EMNLP, 2018)

Never-ending learning. - Tom M. Mitchell; William W. Cohen; Estevam R. Hruschka Jr.; Partha P. Talukdar; Bo Yang 011; Justin Betteridge; Andrew Carlson; Bhavana Dalvi Mishra; Matt Gardner 001; Bryan Kisiel; Jayant Krishnamurthy; Ni Lao; et al. (Commun. ACM, 2018)

Deep Graphs. - Emmanouil Antonios Platanios; Alex Smola (CoRR, 2018)

Agreement-based Learning. - Emmanouil Antonios Platanios (CoRR, 2018)

Competence-based Curriculum Learning for Neural Machine Translation. - Emmanouil Antonios Platanios; Otilia Stretcu; Graham Neubig; Barnabás Póczos; Tom M. Mitchell (NAACL-HLT (1), 2019)

Graph Agreement Models for Semi-Supervised Learning. - Otilia Stretcu; Krishnamurthy Viswanathan; Dana Movshovitz-Attias; Emmanouil A. Platanios; Sujith Ravi; Andrew Tomkins (NeurIPS, 2019)

Contextual Parameter Generation for Knowledge Graph Link Prediction. - George Stoica; Otilia Stretcu; Emmanouil Antonios Platanios; Tom M. Mitchell; Barnabás Póczos (AAAI, 2020)

Jelly Bean World: A Testbed for Never-Ending Learning. - Emmanouil Antonios Platanios; Abulhair Saparov; Tom M. Mitchell (ICLR, 2020)

Learning from Imperfect Annotations. - Emmanouil Antonios Platanios; Maruan Al-Shedivat; Eric P. Xing; Tom M. Mitchell (CoRR, 2020)

Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction. - George Stoica; Emmanouil Antonios Platanios; Barnabás Póczos (CoRR, 2020)

Re-TACRED: Addressing Shortcomings of the TACRED Dataset. - George Stoica; Emmanouil Antonios Platanios; Barnabás Póczos (AAAI, 2021)

Value-Agnostic Conversational Semantic Parsing. - Emmanouil Antonios Platanios; Adam Pauls; Subhro Roy; Yuchen Zhang 002; Alexander Kyte; Alan Guo; Sam Thomson; Jayant Krishnamurthy; Jason Andrew Wolfe; Jacob Andreas; Dan Klein 001 (ACL/IJCNLP (1), 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 001; Jason Eisner; Benjamin Van Durme (EMNLP (1), 2021)

HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks. - Zhou Xian; Shamit Lal; Hsiao-Yu Tung; Emmanouil Antonios Platanios; Katerina Fragkiadaki (ICLR, 2021)

Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention. - Pengcheng Yin; Hao Fang 002; Graham Neubig; Adam Pauls; Emmanouil Antonios Platanios; Yu Su 001; Sam Thomson; Jacob Andreas (NAACL-HLT, 2021)

Coarse-to-Fine Curriculum Learning. - Otilia Stretcu; Emmanouil Antonios Platanios; Tom M. Mitchell; Barnabás Póczos (CoRR, 2021)

Learning Collections of Functions. - Emmanouil A. Platanios (2021)

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 (ACL (demo), 2022)

Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion. - Chen Zhao; Yu Su 001; Adam Pauls; Emmanouil Antonios Platanios (ACL (1), 2022)

Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue. - Jiawei Zhou; Jason Eisner; Michael Newman; Emmanouil Antonios Platanios; Sam Thomson (ACL (1), 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 002; Benjamin Van Durme; Jason Eisner; Yu Su 001 (EMNLP, 2022)