Jon Saad-Falcon

34 papers A* 4A 1Journal 21Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	An Architecture Search Framework for Inference-Time Techniques. ICML Jon Saad-Falcon, Adrian Gamarra Lafuente, Shlok Natarajan, Nahum Maru, Hristo Todorov, Etash Kumar Guha, Estefany Kelly Buchanan, Mayee F. Chen, Neel Guha, Christopher Ré, Azalia Mirhoseini
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	—	`conf`	LMUNIT: Fine-grained Evaluation with Natural Language Unit Tests. EMNLP (Findings) Jon Saad-Falcon, Rajan Vivek, William Berrios, Nandita Shankar Naik, Matija Franklin, Bertie Vidgen, Amanpreet Singh, Douwe Kiela, Shikib Mehri
2025	J	`jnl`	OpenThoughts: Data Recipes for Reasoning Models. CoRR Etash Kumar Guha, Ryan Marten, Sedrick Keh, Negin Raoof, Georgios Smyrnis, Hritik Bansal, Marianna Nezhurina, Jean Mercat, Trung Vu, Zayne Sprague, Ashima Suvarna, Benjamin Feuer, Liangyu Chen, Zaid Khan, Eric Frankel, Sachin Grover, Caroline Choi, Niklas Muennighoff, Shiye Su, Wanjia Zhao, John Yang, Shreyas Pimpalgaonkar, Kartik Sharma, Charlie Cheng-Jie Ji, Yichuan Deng, Sarah M. Pratt, Vivek Ramanujan, Jon Saad-Falcon, Jeffrey Li, Achal Dave, Alon Albalak, Kushal Arora, Blake Wulfe, Chinmay Hegde, Greg Durrett, Sewoong Oh, Mohit Bansal, Saadia Gabriel, Aditya Grover, Kai-Wei Chang, Vaishaal Shankar, Aaron Gokaslan, Mike A. Merrill, Tatsunori Hashimoto, Yejin Choi, Jenia Jitsev, Reinhard Heckel, Maheswaran Sathiamoorthy, Alexandros G. Dimakis, Ludwig Schmidt
2025	J	`jnl`	Shrinking the Generation-Verification Gap with Weak Verifiers. CoRR Jon Saad-Falcon, Estefany Kelly Buchanan, Mayee F. Chen, Tzu-Heng Huang, Brendan McLaughlin, Tanvir Bhathal, Shang Zhu, Ben Athiwaratkun, Frederic Sala, Scott W. Linderman, Azalia Mirhoseini, Christopher Ré
2025	J	`jnl`	Think Deep, Think Fast: Investigating Efficiency of Verifier-free Inference-time-scaling Methods. CoRR Junlin Wang, Shang Zhu, Jon Saad-Falcon, Ben Athiwaratkun, Qingyang Wu, Jue Wang, Shuaiwen Leon Song, Ce Zhang, Bhuwan Dhingra, James Zou
2024	—	`conf`	ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems. NAACL-HLT Jon Saad-Falcon, Omar Khattab, Christopher Potts, Matei Zaharia
2024	J	`jnl`	Archon: An Architecture Search Framework for Inference-Time Techniques. CoRR Jon Saad-Falcon, Adrian Gamarra Lafuente, Shlok Natarajan, Nahum Maru, Hristo Todorov, Etash Kumar Guha, Estefany Kelly Buchanan, Mayee F. Chen, Neel Guha, Christopher Ré, Azalia Mirhoseini
2024	A*	`conf`	Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT. ICML Jon Saad-Falcon, Daniel Y. Fu, Simran Arora, Neel Guha, Christopher Ré
2024	J	`jnl`	Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT. CoRR Jon Saad-Falcon, Daniel Y. Fu, Simran Arora, Neel Guha, Christopher Ré
2024	J	`jnl`	LMUnit: Fine-grained Evaluation with Natural Language Unit Tests. CoRR Jon Saad-Falcon, Rajan Vivek, William Berrios, Nandita Shankar Naik, Matija Franklin, Bertie Vidgen, Amanpreet Singh, Douwe Kiela, Shikib Mehri
2024	—	`conf`	PDFTriage: Question Answering over Long, Structured Documents. EMNLP (Industry Track) Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt
2023	J	`jnl`	ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems. CoRR Jon Saad-Falcon, Omar Khattab, Christopher Potts, Matei Zaharia
2023	—	`conf`	Embedding Recycling for Language Models. EACL (Findings) Jon Saad-Falcon, Amanpreet Singh, Luca Soldaini, Mike D'Arcy, Arman Cohan, Doug Downey
2023	—	`conf`	Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. ACL (Findings) Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
2023	J	`jnl`	PDFTriage: Question Answering over Long, Structured Documents. CoRR Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Ryan A. Rossi, Franck Dernoncourt
2023	A*	`conf`	UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. EMNLP Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
2023	J	`jnl`	UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. CoRR Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
2022	A*	`conf`	A Search Engine for Discovery of Scientific Challenges and Directions. AAAI Dan Lahav, Jon Saad-Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope
2022	—	`conf`	ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction. NAACL-HLT Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia
2022	J	`jnl`	Embedding Recycling for Language Models. CoRR Jon Saad-Falcon, Amanpreet Singh, Luca Soldaini, Mike D'Arcy, Arman Cohan, Doug Downey
2022	J	`jnl`	Evaluation of Argo Scholar with Observational Study. CoRR Kevin Li, Haoyang Yang, Evan Montoya, Anish Upadhayay, Zhiyan Zhou, Jon Saad-Falcon, Duen Horng Chau
2022	J	`jnl`	Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. CoRR Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avirup Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
2022	A	`conf`	Visual Exploration of Literature with Argo Scholar. CIKM Kevin Li, Haoyang Yang, Evan Montoya, Anish Upadhayay, Zhiyan Zhou, Jon Saad-Falcon, Duen Horng Chau
2021	J	`jnl`	A Search Engine for Discovery of Biomedical Challenges and Directions. CoRR Dan Lahav, Jon Saad-Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S. Weld, Tom Hope
2021	J	`jnl`	Argo Scholar: Interactive Visual Exploration of Literature in Browsers. CoRR Kevin Li, Haoyang Yang, Anish Upadhayay, Zhiyan Zhou, Jon Saad-Falcon, Duen Horng Chau
2021	J	`jnl`	ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction. CoRR Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia
2021	—	`conf`	EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models. CHI Extended Abstracts Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng Chau
2021	J	`jnl`	EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models. CoRR Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng Chau
2021	J	`jnl`	Quantifying the Impact of Human Capital, Job History, and Language Factors on Job Seniority with a Large-scale Analysis of Resumes. CoRR Austin P. Wright, Caleb Ziems, Haekyu Park, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang, Maria Tomprou
2020	—	`conf`	Examining the Ordering of Rhetorical Strategies in Persuasive Requests. EMNLP (Findings) Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau, Diyi Yang
2020	J	`jnl`	Examining the Ordering of Rhetorical Strategies in Persuasive Requests. CoRR Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang
2020	J	`jnl`	Mapping Researchers with PeopleMap. CoRR Jon Saad-Falcon, Omar Shaikh, Zijie J. Wang, Austin P. Wright, Sasha Richardson, Duen Horng Chau
2020	J	`jnl`	PeopleMap: Visualization Tool for Mapping Out Researchers using Natural Language Processing. CoRR Jon Saad-Falcon, Omar Shaikh, Zijie J. Wang, Austin P. Wright, Sasha Richardson, Duen Horng Chau