Eric Lehman

36 papers A* 8A 4Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP.
CoRR
Thomas Sounack, Joshua Davis, Brigitte N. Durieux, Antoine Chaffin, Tom J. Pollard, Eric Lehman, Alistair E. W. Johnson, Matthew B. A. McDermott, Tristan Naumann, Charlotta Lindvall
2024 — —
Practical Considerations For the Deployment of Clinical NLP Systems
Eric Lehman
2023 — conf
Do We Still Need Clinical Language Models?
CHIL
Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
2023 J jnl
Do We Still Need Clinical Language Models?
CoRR
Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
2023 J jnl
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting.
CoRR
Griffin Adams, Alexander R. Fabbri, Faisal Ladhak, Eric Lehman, Noémie Elhadad
2022 J jnl
Learning to Ask Like a Physician.
CoRR
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
2022 — conf
Towards Generalizable Methods for Automating Risk Score Calculation.
BioNLP@ACL
Jennifer J. Liang, Eric Lehman, Ananya Iyengar, Diwakar Mahajan, Preethi Raghavan, Cindy Y. Chang, Peter Szolovits
2021 — conf
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?
NAACL-HLT
Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace
2021 J jnl
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?
CoRR
Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace
2020 A* conf
ERASER: A Benchmark to Evaluate Rationalized NLP Models.
ACL
Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace
2020 — conf
Evidence Inference 2.0: More Data, Better Models.
BioNLP
Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace
2020 J jnl
Evidence Inference 2.0: More Data, Better Models.
CoRR
Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace
2020 J jnl
Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations.
CoRR
Benjamin E. Nye, Jay DeYoung, Eric Lehman, Ani Nenkova, Iain James Marshall, Byron C. Wallace
2019 J jnl
ERASER: A Benchmark to Evaluate Rationalized NLP Models.
CoRR
Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace
2019 — conf
Inferring Which Medical Treatments Work from Reports of Clinical Trials.
NAACL-HLT (1)
Eric Lehman, Jay DeYoung, Regina Barzilay, Byron C. Wallace
2019 J jnl
Inferring Which Medical Treatments Work from Reports of Clinical Trials.
CoRR
Eric Lehman, Jay DeYoung, Regina Barzilay, Byron C. Wallace
2009 A conf
3.5-Way Cuckoo Hashing for the Price of 2-and-a-Bit.
ESA
Eric Lehman, Rina Panigrahy
2005 A* conf
Network coding: does the model need tuning?
SODA
April Rasala Lehman, Eric Lehman
2005 J jnl
The smallest grammar problem.
IEEE Trans. Inf. Theory
Moses Charikar, Eric Lehman, Ding Liu, Rina Panigrahy, Manoj Prabhakaran, Amit Sahai, Abhi Shelat
2004 A* conf
Complexity classification of network information flow problems.
SODA
April Rasala Lehman, Eric Lehman
2004 J jnl
Network Coding: Does the Model Need Tuning?
Electron. Colloquium Comput. Complex.
April Rasala Lehman, Eric Lehman
2002 A* conf
Approximating the smallest grammar: Kolmogorov complexity in natural models.
STOC
Moses Charikar, Eric Lehman, Ding Liu, Rina Panigrahy, Manoj Prabhakaran, April Rasala, Amit Sahai, Abhi Shelat
2002 A* conf
Approximation algorithms for grammar-based compression.
SODA
Eric Lehman, Abhi Shelat
2002 — —
Approximation algorithms for grammar-based data compression.
Eric Lehman
2002 A* conf
Monotonicity testing over general poset domains.
STOC
Eldar Fischer, Eric Lehman, Ilan Newman, Sofya Raskhodnikova, Ronitt Rubinfeld, Alex Samorodnitsky
2001 J jnl
On Disjoint Chains of Subsets.
J. Comb. Theory A
Eric Lehman, Dana Ron
2000 J jnl
Testing Monotonicity.
Comb.
Oded Goldreich, Shafi Goldwasser, Eric Lehman, Dana Ron, Alex Samorodnitsky
1999 — conf
Improved Testing Algorithms for Monotonicity.
RANDOM-APPROX
Yevgeniy Dodis, Oded Goldreich, Eric Lehman, Sofya Raskhodnikova, Dana Ron, Alex Samorodnitsky
1999 J jnl
Improved Testing Algorithms for Monotonicity.
Electron. Colloquium Comput. Complex.
Yevgeniy Dodis, Oded Goldreich, Eric Lehman, Sofya Raskhodnikova, Dana Ron, Alex Samorodnitsky
1999 — conf
Oblivious Deadlock-Free Routing in a Faulty Hypercube.
IPPS/SPDP
Jin Suk Kim, Eric Lehman, Frank Thomson Leighton
1998 A* conf
Testing Monotonicity.
FOCS
Oded Goldreich, Shafi Goldwasser, Eric Lehman, Dana Ron
1997 A* conf
Consistent Hashing and Random Trees: Distributed Caching Protocols for Relieving Hot Spots on the World Wide Web.
STOC
David R. Karger, Eric Lehman, Frank Thomson Leighton, Rina Panigrahy, Matthew S. Levine, Daniel Lewin
1997 J jnl
Logic decomposition during technology mapping.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Eric Lehman, Yosinori Watanabe, Joel Grodstein, Heather Harkness
1995 A conf
A delay model for logic synthesis of continuously-sized networks.
ICCAD
Joel Grodstein, Eric Lehman, Heather Harkness, Bill Grundmann, Yosinori Watanabe
1995 A conf
Logic decomposition during technology mapping.
ICCAD
Eric Lehman, Yosinori Watanabe, Joel Grodstein, Heather Harkness
1994 A conf
Optimal latch mapping and retiming within a tree.
ICCAD
Joel Grodstein, Eric Lehman, Heather Harkness, Hervé J. Touati, Bill Grundmann