Feature Engineering for Knowledge Base Construction. - Christopher Ré; Amir Abbas Sadeghian; Zifei Shan; Jaeho Shin 001; Feiran Wang; Sen Wu 002; Ce Zhang 001 (IEEE Data Eng. Bull., 2014)

Incremental Knowledge Base Construction Using DeepDive. - Sen Wu 002; Ce Zhang 001; Feiran Wang; Christopher Ré (CoRR, 2015)

Incremental Knowledge Base Construction Using DeepDive. - Jaeho Shin 001; Sen Wu 002; Feiran Wang; Christopher De Sa; Ce Zhang 001; Christopher Ré (Proc. VLDB Endow., 2015)

Data Programming: Creating Large Training Sets, Quickly. - Alexander J. Ratner; Christopher De Sa; Sen Wu 002; Daniel Selsam; Christopher Ré (NIPS, 2016)

DeepDive: Declarative Knowledge Base Construction. - Christopher De Sa; Alexander Ratner; Christopher Ré; Jaeho Shin 001; Feiran Wang; Sen Wu 002; Ce Zhang 001 (SIGMOD Rec., 2016)

Snorkel: A System for Lightweight Extraction. - Alexander Ratner; Stephen H. Bach; Henry R. Ehrenberg; Jason Alan Fries; Sen Wu 002; Christopher Ré (CIDR, 2017)

DeepDive: declarative knowledge base construction. - Ce Zhang 001; Christopher Ré; Michael J. Cafarella; Jaeho Shin 001; Feiran Wang; Sen Wu 002 (Commun. ACM, 2017)

SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data. - Jason A. Fries; Sen Wu 002; Alexander Ratner; Christopher Ré (CoRR, 2017)

Snorkel: Rapid Training Data Creation with Weak Supervision. - Alexander Ratner; Stephen H. Bach; Henry R. Ehrenberg; Jason Alan Fries; Sen Wu 002; Christopher Ré (Proc. VLDB Endow., 2017)

Incremental knowledge base construction using DeepDive. - Christopher De Sa; Alexander Ratner; Christopher Ré; Jaeho Shin 001; Feiran Wang; Sen Wu 002; Ce Zhang 001 (VLDB J., 2017)

Fonduer: Knowledge Base Construction from Richly Formatted Data. - Sen Wu 002; Luke Hsiao; Xiao Cheng; Braden Hancock; Theodoros Rekatsinas; Philip Alexander Levis; Christopher Ré (SIGMOD Conference, 2018)

Automating the generation of hardware component knowledge bases. - Luke Hsiao; Sen Wu 002; Nicholas Chiang; Christopher Ré; Philip Alexander Levis (LCTES, 2019)

Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices. - Vincent S. Chen; Sen Wu 002; Alexander J. Ratner; Jen Weng; Christopher Ré (NeurIPS, 2019)

Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices. - Vincent S. Chen; Sen Wu 002; Zhenzhen Weng; Alexander Ratner; Christopher Ré (CoRR, 2019)

Ivy: Instrumental Variable Synthesis for Causal Inference. - Zhaobin Kuang; Frederic Sala; Nimit Sharad Sohoni; Sen Wu 002; Aldo Córdova-Palomera; Jared Dunnmon; James Priest; Christopher Ré (AISTATS, 2020)

Understanding and Improving Information Transfer in Multi-Task Learning. - Sen Wu 002; Hongyang R. Zhang; Christopher Ré (ICLR, 2020)

On the Generalization Effects of Linear Transformations in Data Augmentation. - Sen Wu 002; Hongyang R. Zhang; Gregory Valiant; Christopher Ré (ICML, 2020)

Understanding the Downstream Instability of Word Embeddings. - Megan Leszczynski; Avner May; Jian Zhang 049; Sen Wu 002; Christopher R. Aberger; Christopher Ré (MLSys, 2020)

Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings. - Mayee F. Chen; Daniel Y. Fu; Frederic Sala; Sen Wu 002; Ravi Teja Mullapudi; Fait Poms; Kayvon Fatahalian; Christopher Ré (CoRR, 2020)

Sharp Bias-variance Tradeoffs of Hard Parameter Sharing in High-dimensional Linear Regression. - Hongyang R. Zhang; Fan Yang; Sen Wu 002; Weijie J. Su; Christopher Ré (CoRR, 2020)

Creating Hardware Component Knowledge Bases with Training Data Generation and Multi-task Learning. - Luke Hsiao; Sen Wu 002; Nicholas Chiang; Christopher Ré; Philip Alexander Levis (ACM Trans. Embed. Comput. Syst., 2020)

Automating knowledge distillation and representation from richly formatted data. - Sen Wu 002 (2020)

Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation. - Laurel J. Orr; Megan Leszczynski; Neel Guha; Sen Wu 002; Simran Arora; Xiao Ling; Christopher Ré (CIDR, 2021)

Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text. - Maya Varma; Laurel J. Orr; Sen Wu 002; Megan Leszczynski; Xiao Ling; Christopher Ré (EMNLP (Findings), 2021)

Observational Supervision for Medical Image Classification Using Gaze Data. - Khaled Saab 002; Sarah M. Hooper; Nimit Sharad Sohoni; Jupinder Parmar; Brian Pogatchnik; Sen Wu 002; Jared A. Dunnmon; Hongyang R. Zhang; Daniel L. Rubin; Christopher Ré (MICCAI (2), 2021)

Metadata Shaping: Natural Language Annotations for the Tail. - Simran Arora; Sen Wu 002; Enci Liu; Christopher Ré (CoRR, 2021)

Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models. - Simran Arora; Sen Wu 002; Enci Liu; Christopher Ré (ACL (Findings), 2022)

Evaluating Text-to-SQL Model Failures on Real-World Data. - Manasi Ganti; Laurel J. Orr; Sen Wu 002 (ICDE, 2024)