Jon Saad-Falcon

According to our database, Jon Saad-Falcon authored at least 19 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Archon: An Architecture Search Framework for Inference-Time Techniques.

Jon Saad-Falcon, Adrian Gamarra Lafuente, Shlok Natarajan, Nahum Maru, Hristo Todorov, Etash Guha, Estefany Kelly Buchanan, Mayee Chen, Neel Guha, Christopher Ré, Azalia Mirhoseini

CoRR, 2024

ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems.

Jon Saad-Falcon, Omar Khattab, Christopher Potts, Matei Zaharia

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT.

Jon Saad-Falcon, Daniel Y. Fu, Simran Arora, Neel Guha, Christopher Ré

Proceedings of the Forty-first International Conference on Machine Learning, 2024

PDFTriage: Question Answering over Long, Structured Documents.

Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

PDFTriage: Question Answering over Long, Structured Documents.

Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Ryan A. Rossi, Franck Dernoncourt

CoRR, 2023

UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers.

Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Embedding Recycling for Language Models.

Jon Saad-Falcon, Amanpreet Singh, Luca Soldaini, Mike D'Arcy, Arman Cohan, Doug Downey

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking.

Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Evaluation of Argo Scholar with Observational Study.

Kevin Li, Haoyang Yang, Evan Montoya, Anish Upadhayay, Zhiyan Zhou, Jon Saad-Falcon, Duen Horng Chau

CoRR, 2022

ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction.

Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Visual Exploration of Literature with Argo Scholar.

Kevin Li, Haoyang Yang, Evan Montoya, Anish Upadhayay, Zhiyan Zhou, Jon Saad-Falcon, Duen Horng Chau

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

A Search Engine for Discovery of Scientific Challenges and Directions.

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

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Argo Scholar: Interactive Visual Exploration of Literature in Browsers.

Kevin Li, Haoyang Yang, Anish Upadhayay, Zhiyan Zhou, Jon Saad-Falcon, Duen Horng Chau

CoRR, 2021

A Search Engine for Discovery of Biomedical Challenges and Directions.

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

CoRR, 2021

Quantifying the Impact of Human Capital, Job History, and Language Factors on Job Seniority with a Large-scale Analysis of Resumes.

Austin P. Wright, Caleb Ziems, Haekyu Park, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang, Maria Tomprou

CoRR, 2021

EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models.

Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng Chau

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Mapping Researchers with PeopleMap.

Jon Saad-Falcon, Omar Shaikh, Zijie J. Wang, Austin P. Wright, Sasha Richardson, Duen Horng Chau

CoRR, 2020

PeopleMap: Visualization Tool for Mapping Out Researchers using Natural Language Processing.

Jon Saad-Falcon, Omar Shaikh, Zijie J. Wang, Austin P. Wright, Sasha Richardson, Duen Horng Chau

CoRR, 2020

Examining the Ordering of Rhetorical Strategies in Persuasive Requests.

Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020