Eric Lehman

According to our database, Eric Lehman authored at least 27 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Practical Considerations For the Deployment of Clinical NLP Systems

Eric Lehman

PhD thesis, 2024

2023

From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting.

Griffin Adams, Alexander R. Fabbri, Faisal Ladhak, Eric Lehman, Noémie Elhadad

CoRR, 2023

Do We Still Need Clinical Language Models?

Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer

Proceedings of the Conference on Health, Inference, and Learning, 2023

2022

Learning to Ask Like a Physician.

Eric Lehman, Vladislav Lialin, Katelyn Y. Legaspi, Anne Janelle R. Sy, Patricia Therese S. Pile, Nicole Rose I. Alberto, Richard Raymund R. Ragasa, Corinna Victoria M. Puyat, Isabelle Rose I. Alberto, Pia Gabrielle I. Alfonso, Marianne Taliño, Dana Moukheiber, Byron C. Wallace, Anna Rumshisky, Jennifer J. Liang, Preethi Raghavan, Leo Anthony Celi, Peter Szolovits

CoRR, 2022

Towards Generalizable Methods for Automating Risk Score Calculation.

Jennifer J. Liang, Eric Lehman, Ananya Iyengar, Diwakar Mahajan, Preethi Raghavan, Cindy Y. Chang, Peter Szolovits

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

2021

Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?

Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations.

Benjamin E. Nye, Jay DeYoung, Eric Lehman, Ani Nenkova, Iain James Marshall, Byron C. Wallace

CoRR, 2020

Evidence Inference 2.0: More Data, Better Models.

Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace

Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020

ERASER: A Benchmark to Evaluate Rationalized NLP Models.

Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Inferring Which Medical Treatments Work from Reports of Clinical Trials.

Eric Lehman, Jay DeYoung, Regina Barzilay, Byron C. Wallace

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2009

3.5-Way Cuckoo Hashing for the Price of 2-and-a-Bit.

Eric Lehman, Rina Panigrahy

Proceedings of the Algorithms, 2009

2005

The smallest grammar problem.

Moses Charikar, Eric Lehman, Ding Liu, Rina Panigrahy, Manoj Prabhakaran, Amit Sahai, Abhi Shelat

IEEE Trans. Inf. Theory, 2005

2004

Network Coding: Does the Model Need Tuning?

April Rasala Lehman, Eric Lehman

Electron. Colloquium Comput. Complex., 2004

Complexity classification of network information flow problems.

April Rasala Lehman, Eric Lehman

Proceedings of the Fifteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2004

2002

Approximation algorithms for grammar-based data compression.

Eric Lehman

PhD thesis, 2002

Monotonicity testing over general poset domains.

Eldar Fischer, Eric Lehman, Ilan Newman, Sofya Raskhodnikova, Ronitt Rubinfeld, Alex Samorodnitsky

Proceedings of the Proceedings on 34th Annual ACM Symposium on Theory of Computing, 2002

Approximating the smallest grammar: Kolmogorov complexity in natural models.

Moses Charikar, Eric Lehman, Ding Liu, Rina Panigrahy, Manoj Prabhakaran, April Rasala, Amit Sahai, Abhi Shelat

Proceedings of the Proceedings on 34th Annual ACM Symposium on Theory of Computing, 2002

Approximation algorithms for grammar-based compression.

Eric Lehman, Abhi Shelat

Proceedings of the Thirteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2002

2001

On Disjoint Chains of Subsets.

Eric Lehman, Dana Ron

J. Comb. Theory A, 2001

2000

Testing Monotonicity.

Oded Goldreich, Shafi Goldwasser, Eric Lehman, Dana Ron, Alex Samorodnitsky

Comb., 2000

1999

Improved Testing Algorithms for Monotonicity.

Yevgeniy Dodis, Oded Goldreich, Eric Lehman, Sofya Raskhodnikova, Dana Ron, Alex Samorodnitsky

Electron. Colloquium Comput. Complex., 1999

Oblivious Deadlock-Free Routing in a Faulty Hypercube.

Jin Suk Kim, Eric Lehman, Frank Thomson Leighton

Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

1998

Testing Monotonicity.

Oded Goldreich, Shafi Goldwasser, Eric Lehman, Dana Ron

Proceedings of the 39th Annual Symposium on Foundations of Computer Science, 1998

1997

Logic decomposition during technology mapping.

Eric Lehman, Yosinori Watanabe, Joel Grodstein, Heather Harkness

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1997

Consistent Hashing and Random Trees: Distributed Caching Protocols for Relieving Hot Spots on the World Wide Web.

David R. Karger, Eric Lehman, Frank Thomson Leighton, Rina Panigrahy, Matthew S. Levine, Daniel Lewin

Proceedings of the Twenty-Ninth Annual ACM Symposium on the Theory of Computing, 1997

1995

A delay model for logic synthesis of continuously-sized networks.

Joel Grodstein, Eric Lehman, Heather Harkness, Bill Grundmann, Yosinori Watanabe

Proceedings of the 1995 IEEE/ACM International Conference on Computer-Aided Design, 1995

1994

Optimal latch mapping and retiming within a tree.

Joel Grodstein, Eric Lehman, Heather Harkness, Hervé J. Touati, Bill Grundmann

Proceedings of the 1994 IEEE/ACM International Conference on Computer-Aided Design, 1994