Avanika Narayan

24 papers A* 5B 1Journal 17Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An Information Theoretic Perspective on Agentic System Design. CoRR Shizhe He, Avanika Narayan, Ishan S. Khare, Scott W. Linderman, Christopher Ré, Dan Biderman
2025	A*	`conf`	Cost-efficient Collaboration between On-device and Cloud Language Models. ICML Avanika Narayan, Dan Biderman, Sabri Eyuboglu, Avner May, Scott W. Linderman, James Zou, Christopher Ré
2025	J	`jnl`	Intelligence per Watt: Measuring Intelligence Efficiency of Local AI. CoRR Jon Saad-Falcon, Avanika Narayan, Hakki Orhun Akengin, J. Wes Griffin, Herumb Shandilya, Adrian Gamarra Lafuente, Medhya Goel, Rebecca Joseph, Shlok Natarajan, Etash Kumar Guha, Shang Zhu, Ben Athiwaratkun, John Hennessy, Azalia Mirhoseini, Christopher Ré
2025	J	`jnl`	Minions: Cost-efficient Collaboration Between On-device and Cloud Language Models. CoRR Avanika Narayan, Dan Biderman, Sabri Eyuboglu, Avner May, Scott W. Linderman, James Zou, Christopher Ré
2024	J	`jnl`	Automating the Enterprise with Foundation Models. CoRR Michael Wornow, Avanika Narayan, Krista Opsahl-Ong, Quinn McIntyre, Nigam H. Shah, Christopher Ré
2024	J	`jnl`	Automating the Enterprise with Foundation Models. Proc. VLDB Endow. Michael Wornow, Avanika Narayan, Krista Opsahl-Ong, Quinn McIntyre, Nigam Shah, Christopher Ré
2024	J	`jnl`	Cookbook: A framework for improving LLM generative abilities via programmatic data generating templates. CoRR Avanika Narayan, Mayee F. Chen, Kush Bhatia, Christopher Ré
2024	J	`jnl`	Do Multimodal Foundation Models Understand Enterprise Workflows? A Benchmark for Business Process Management Tasks. CoRR Michael Wornow, Avanika Narayan, Ben Viggiano, Ishan S. Khare, Tathagat Verma, Tibor Thompson, Miguel Angel Fuentes Hernandez, Sudharsan Sundar, Chloe Trujillo, Krrish Chawla, Rongfei Lu, Justin Shen, Divya Nagaraj, Joshua Martinez, Vardhan Agrawal, Althea Hudson, Nigam H. Shah, Christopher Ré
2024	A*	`conf`	WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks. NeurIPS Michael Wornow, Avanika Narayan, Ben Viggiano, Ishan S. Khare, Tathagat Verma, Tibor Thompson, Miguel Angel Fuentes Hernandez, Sudharsan Sundar, Chloe Trujillo, Krrish Chawla, Rongfei Lu, Justin Shen, Divya Nagaraj, Joshua Martinez, Vardhan Agrawal, Althea Hudson, Nigam Shah, Christopher Ré
2023	A*	`conf`	Ask Me Anything: A simple strategy for prompting language models. ICLR Simran Arora, Avanika Narayan, Mayee F. Chen, Laurel J. Orr, Neel Guha, Kush Bhatia, Ines Chami, Christopher Ré
2023	J	`jnl`	Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes. CoRR Simran Arora, Brandon Yang, Sabri Eyuboglu, Avanika Narayan, Andrew Hojel, Immanuel Trummer, Christopher Ré
2023	J	`jnl`	Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes. Proc. VLDB Endow. Simran Arora, Brandon Yang, Sabri Eyuboglu, Avanika Narayan, Andrew Hojel, Immanuel Trummer, Christopher Ré
2023	A*	`conf`	TART: A plug-and-play Transformer module for task-agnostic reasoning. NeurIPS Kush Bhatia, Avanika Narayan, Christopher De Sa, Christopher Ré
2023	J	`jnl`	TART: A plug-and-play Transformer module for task-agnostic reasoning. CoRR Kush Bhatia, Avanika Narayan, Christopher De Sa, Christopher Ré
2022	J	`jnl`	Ask Me Anything: A simple strategy for prompting language models. CoRR Simran Arora, Avanika Narayan, Mayee F. Chen, Laurel J. Orr, Neel Guha, Kush Bhatia, Ines Chami, Frederic Sala, Christopher Ré
2022	J	`jnl`	Can Foundation Models Wrangle Your Data? CoRR Avanika Narayan, Ines Chami, Laurel J. Orr, Christopher Ré
2022	J	`jnl`	Can Foundation Models Wrangle Your Data? Proc. VLDB Endow. Avanika Narayan, Ines Chami, Laurel J. Orr, Christopher Ré
2022	B	`conf`	Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. SIGDIAL Ethan A. Chi, Ashwin Paranjape, Abigail See, Caleb Chiam, Trenton Chang, Kathleen Kenealy, Swee Kiat Lim, Amelia Hardy, Chetanya Rastogi, Haojun Li, Alexander Iyabor, Yutong He, Hari Sowrirajan, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Jillian Tang, Avanika Narayan, Giovanni Campagna, Christopher D. Manning
2022	J	`jnl`	Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. CoRR Ethan A. Chi, Ashwin Paranjape, Abigail See, Caleb Chiam, Kathleen Kenealy, Swee Kiat Lim, Amelia Hardy, Chetanya Rastogi, Haojun Li, Alexander Iyabor, Yutong He, Hari Sowrirajan, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Jillian Tang, Avanika Narayan, Giovanni Campagna, Christopher D. Manning
2022	A*	`conf`	Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning. ICML Mayee F. Chen, Daniel Y. Fu, Avanika Narayan, Michael Zhang, Zhao Song, Kayvon Fatahalian, Christopher Ré
2022	J	`jnl`	Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning. CoRR Mayee F. Chen, Daniel Y. Fu, Avanika Narayan, Michael Zhang, Zhao Song, Kayvon Fatahalian, Christopher Ré
2021	—	`conf`	Personalized Benchmarking with the Ludwig Benchmarking Toolkit. NeurIPS Datasets and Benchmarks Avanika Narayan, Piero Molino, Karan Goel, Willie Neiswanger, Christopher Ré
2021	J	`jnl`	Personalized Benchmarking with the Ludwig Benchmarking Toolkit. CoRR Avanika Narayan, Piero Molino, Karan Goel, Willie Neiswanger, Christopher Ré
2019	J	`jnl`	Rekall: Specifying Video Events using Compositions of Spatiotemporal Labels. CoRR Daniel Y. Fu, Will Crichton, James Hong, Xinwei Yao, Haotian Zhang, Anh Truong, Avanika Narayan, Maneesh Agrawala, Christopher Ré, Kayvon Fatahalian