Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text.

[BibT_eX]

[DOI]

Maya Varma

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation.

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[DOI]

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020

Automating knowledge distillation and representation from richly formatted data.

[BibT_eX]

[DOI]

Sen Wu

PhD thesis, 2020

Creating Hardware Component Knowledge Bases with Training Data Generation and Multi-task Learning.

[BibT_eX]

[DOI]

Philip Alexander Levis

ACM Trans. Embed. Comput. Syst., 2020

Sharp Bias-variance Tradeoffs of Hard Parameter Sharing in High-dimensional Linear Regression.

[BibT_eX]

[DOI]

CoRR, 2020

Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings.

[BibT_eX]

[DOI]

CoRR, 2020

Understanding the Downstream Instability of Word Embeddings.

[BibT_eX]

[DOI]

Christopher R. Aberger

Christopher Ré

Proceedings of the Third Conference on Machine Learning and Systems, 2020

On the Generalization Effects of Linear Transformations in Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Understanding and Improving Information Transfer in Multi-Task Learning.

[BibT_eX]

[DOI]

Sen Wu

Hongyang R. Zhang

Christopher Ré

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

Ivy: Instrumental Variable Synthesis for Causal Inference.

[BibT_eX]

[DOI]

Aldo Córdova-Palomera

Jared Dunnmon

James Priest

Christopher Ré

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices.

[BibT_eX]

[DOI]

CoRR, 2019

Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices.

[BibT_eX]

[DOI]

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

Automating the generation of hardware component knowledge bases.

[BibT_eX]

[DOI]

Philip Alexander Levis

Proceedings of the 20th ACM SIGPLAN/SIGBED International Conference on Languages, 2019

2018

Fonduer: Knowledge Base Construction from Richly Formatted Data.

[BibT_eX]

[DOI]

Philip Alexander Levis

Christopher Ré

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

Incremental knowledge base construction using DeepDive.

[BibT_eX]

[DOI]

VLDB J., 2017

Snorkel: Rapid Training Data Creation with Weak Supervision.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data.

[BibT_eX]

[DOI]

CoRR, 2017

DeepDive: declarative knowledge base construction.

[BibT_eX]

[DOI]

Commun. ACM, 2017

Snorkel: A System for Lightweight Extraction.

[BibT_eX]

[DOI]

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016

DeepDive: Declarative Knowledge Base Construction.

[BibT_eX]

[DOI]

SIGMOD Rec., 2016

Data Programming: Creating Large Training Sets, Quickly.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Incremental Knowledge Base Construction Using DeepDive.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Incremental Knowledge Base Construction Using DeepDive.

[BibT_eX]

[DOI]

CoRR, 2015

2014

Feature Engineering for Knowledge Base Construction.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2014

Sen Wu

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