Sen Wu

40 papers A* 4A 3B 1Journal 25Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers.
J. Mach. Learn. Res.
Fan Yang, Hongyang R. Zhang, Sen Wu, Christopher Ré, Weijie J. Su
2024 A* conf
Evaluating Text-to-SQL Model Failures on Real-World Data.
ICDE
Manasi Ganti, Laurel J. Orr, Sen Wu
2022 — conf
Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models.
ACL (Findings)
Simran Arora, Sen Wu, Enci Liu, Christopher Ré
2021 A conf
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation.
CIDR
Laurel J. Orr, Megan Leszczynski, Neel Guha, Sen Wu, Simran Arora, Xiao Ling, Christopher Ré
2021 — conf
Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text.
EMNLP (Findings)
Maya Varma, Laurel J. Orr, Sen Wu, Megan Leszczynski, Xiao Ling, Christopher Ré
2021 J jnl
Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text.
CoRR
Maya Varma, Laurel J. Orr, Sen Wu, Megan Leszczynski, Xiao Ling, Christopher Ré
2021 J jnl
Metadata Shaping: Natural Language Annotations for the Tail.
CoRR
Simran Arora, Sen Wu, Enci Liu, Christopher Ré
2021 — conf
Observational Supervision for Medical Image Classification Using Gaze Data.
MICCAI (2)
Khaled Saab, Sarah M. Hooper, Nimit Sharad Sohoni, Jupinder Parmar, Brian Pogatchnik, Sen Wu, Jared A. Dunnmon, Hongyang R. Zhang, Daniel L. Rubin, Christopher Ré
2020 — —
Automating knowledge distillation and representation from richly formatted data.
Sen Wu
2020 J jnl
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation.
CoRR
Laurel J. Orr, Megan Leszczynski, Simran Arora, Sen Wu, Neel Guha, Xiao Ling, Christopher Ré
2020 J jnl
Creating Hardware Component Knowledge Bases with Training Data Generation and Multi-task Learning.
ACM Trans. Embed. Comput. Syst.
Luke Hsiao, Sen Wu, Nicholas Chiang, Christopher Ré, Philip Alexander Levis
2020 A conf
Ivy: Instrumental Variable Synthesis for Causal Inference.
AISTATS
Zhaobin Kuang, Frederic Sala, Nimit Sharad Sohoni, Sen Wu, Aldo Córdova-Palomera, Jared Dunnmon, James Priest, Christopher Ré
2020 J jnl
Ivy: Instrumental Variable Synthesis for Causal Inference.
CoRR
Zhaobin Kuang, Frederic Sala, Nimit Sharad Sohoni, Sen Wu, Aldo Córdova-Palomera, Jared Dunnmon, James Priest, Christopher Ré
2020 A* conf
On the Generalization Effects of Linear Transformations in Data Augmentation.
ICML
Sen Wu, Hongyang R. Zhang, Gregory Valiant, Christopher Ré
2020 J jnl
On the Generalization Effects of Linear Transformations in Data Augmentation.
CoRR
Sen Wu, Hongyang R. Zhang, Gregory Valiant, Christopher Ré
2020 J jnl
Sharp Bias-variance Tradeoffs of Hard Parameter Sharing in High-dimensional Linear Regression.
CoRR
Hongyang R. Zhang, Fan Yang, Sen Wu, Weijie J. Su, Christopher Ré
2020 J jnl
Snorkel: rapid training data creation with weak supervision.
VLDB J.
Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg, Jason A. Fries, Sen Wu, Christopher Ré
2020 J jnl
Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings.
CoRR
Mayee F. Chen, Daniel Y. Fu, Frederic Sala, Sen Wu, Ravi Teja Mullapudi, Fait Poms, Kayvon Fatahalian, Christopher Ré
2020 A* conf
Understanding and Improving Information Transfer in Multi-Task Learning.
ICLR
Sen Wu, Hongyang R. Zhang, Christopher Ré
2020 J jnl
Understanding and Improving Information Transfer in Multi-Task Learning.
CoRR
Sen Wu, Hongyang R. Zhang, Christopher Ré
2020 — conf
Understanding the Downstream Instability of Word Embeddings.
MLSys
Megan Leszczynski, Avner May, Jian Zhang, Sen Wu, Christopher R. Aberger, Christopher Ré
2020 J jnl
Understanding the Downstream Instability of Word Embeddings.
CoRR
Megan Leszczynski, Avner May, Jian Zhang, Sen Wu, Christopher R. Aberger, Christopher Ré
2019 B conf
Automating the generation of hardware component knowledge bases.
LCTES
Luke Hsiao, Sen Wu, Nicholas Chiang, Christopher Ré, Philip Alexander Levis
2019 A* conf
Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices.
NeurIPS
Vincent S. Chen, Sen Wu, Alexander J. Ratner, Jen Weng, Christopher Ré
2019 J jnl
Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices.
CoRR
Vincent S. Chen, Sen Wu, Zhenzhen Weng, Alexander Ratner, Christopher Ré
2018 — conf
Fonduer: Knowledge Base Construction from Richly Formatted Data.
SIGMOD Conference
Sen Wu, Luke Hsiao, Xiao Cheng, Braden Hancock, Theodoros Rekatsinas, Philip Alexander Levis, Christopher Ré
2017 J jnl
DeepDive: declarative knowledge base construction.
Commun. ACM
Ce Zhang, Christopher Ré, Michael J. Cafarella, Jaeho Shin, Feiran Wang, Sen Wu
2017 J jnl
Fonduer: Knowledge Base Construction from Richly Formatted Data.
CoRR
Sen Wu, Luke Hsiao, Xiao Cheng, Braden Hancock, Theodoros Rekatsinas, Philip Alexander Levis, Christopher Ré
2017 J jnl
Incremental knowledge base construction using DeepDive.
VLDB J.
Christopher De Sa, Alexander Ratner, Christopher Ré, Jaeho Shin, Feiran Wang, Sen Wu, Ce Zhang
2017 A conf
Snorkel: A System for Lightweight Extraction.
CIDR
Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg, Jason Alan Fries, Sen Wu, Christopher Ré
2017 J jnl
Snorkel: Rapid Training Data Creation with Weak Supervision.
CoRR
Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg, Jason Alan Fries, Sen Wu, Christopher Ré
2017 J jnl
Snorkel: Rapid Training Data Creation with Weak Supervision.
Proc. VLDB Endow.
Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg, Jason Alan Fries, Sen Wu, Christopher Ré
2017 J jnl
SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data.
CoRR
Jason A. Fries, Sen Wu, Alexander Ratner, Christopher Ré
2016 — conf
Data Programming: Creating Large Training Sets, Quickly.
NIPS
Alexander J. Ratner, Christopher De Sa, Sen Wu, Daniel Selsam, Christopher Ré
2016 J jnl
Data Programming: Creating Large Training Sets, Quickly.
CoRR
Alexander Ratner, Christopher De Sa, Sen Wu, Daniel Selsam, Christopher Ré
2016 J jnl
DeepDive: Declarative Knowledge Base Construction.
SIGMOD Rec.
Christopher De Sa, Alexander Ratner, Christopher Ré, Jaeho Shin, Feiran Wang, Sen Wu, Ce Zhang
2015 J jnl
Incremental Knowledge Base Construction Using DeepDive.
CoRR
Sen Wu, Ce Zhang, Feiran Wang, Christopher Ré
2015 J jnl
Incremental Knowledge Base Construction Using DeepDive.
Proc. VLDB Endow.
Jaeho Shin, Sen Wu, Feiran Wang, Christopher De Sa, Ce Zhang, Christopher Ré
2014 J jnl
Feature Engineering for Knowledge Base Construction.
CoRR
Ce Zhang, Christopher Ré, Amir Abbas Sadeghian, Zifei Shan, Jaeho Shin, Feiran Wang, Sen Wu
2014 J jnl
Feature Engineering for Knowledge Base Construction.
IEEE Data Eng. Bull.
Christopher Ré, Amir Abbas Sadeghian, Zifei Shan, Jaeho Shin, Feiran Wang, Sen Wu, Ce Zhang