Eric Lehman

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 14

Top Venues

CoRR

BioNLP

BioNLP@ACL

CHIL

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Griffin Adams, Alexander R. Fabbri, Faisal Ladhak, Eric Lehman, Noémie Elhadad
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting. CoRR (2023)
Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
Do We Still Need Clinical Language Models? CHIL (2023)
Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
Do We Still Need Clinical Language Models? CoRR (2023)
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
Learning to Ask Like a Physician. CoRR (2022)
Jennifer J. Liang, Eric Lehman, Ananya Iyengar, Diwakar Mahajan, Preethi Raghavan, Cindy Y. Chang, Peter Szolovits
Towards Generalizable Methods for Automating Risk Score Calculation. BioNLP@ACL (2022)
Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? CoRR (2021)
Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? NAACL-HLT (2021)
Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace
ERASER: A Benchmark to Evaluate Rationalized NLP Models. ACL (2020)
Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace
Evidence Inference 2.0: More Data, Better Models. BioNLP (2020)
Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace
Evidence Inference 2.0: More Data, Better Models. CoRR (2020)
Benjamin E. Nye, Jay DeYoung, Eric Lehman, Ani Nenkova, Iain James Marshall, Byron C. Wallace
Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations. CoRR (2020)
Eric Lehman, Jay DeYoung, Regina Barzilay, Byron C. Wallace
Inferring Which Medical Treatments Work from Reports of Clinical Trials. NAACL-HLT (1) (2019)
Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace
ERASER: A Benchmark to Evaluate Rationalized NLP Models. CoRR (2019)
Eric Lehman, Jay DeYoung, Regina Barzilay, Byron C. Wallace
Inferring Which Medical Treatments Work from Reports of Clinical Trials. CoRR (2019)
Eric Lehman, Rina Panigrahy
3.5-Way Cuckoo Hashing for the Price of 2-and-a-Bit. ESA (2009)
April Rasala Lehman, Eric Lehman
Network coding: does the model need tuning? SODA (2005)
Moses Charikar, Eric Lehman, Ding Liu, Rina Panigrahy, Manoj Prabhakaran, Amit Sahai, Abhi Shelat
The smallest grammar problem. IEEE Trans. Inf. Theory 51 (7) (2005)
April Rasala Lehman, Eric Lehman
Network Coding: Does the Model Need Tuning? Electron. Colloquium Comput. Complex. (034) (2004)
April Rasala Lehman, Eric Lehman
Complexity classification of network information flow problems. SODA (2004)
Moses Charikar, Eric Lehman, Ding Liu, Rina Panigrahy, Manoj Prabhakaran, April Rasala, Amit Sahai, Abhi Shelat
Approximating the smallest grammar: Kolmogorov complexity in natural models. STOC (2002)
Eldar Fischer, Eric Lehman, Ilan Newman, Sofya Raskhodnikova, Ronitt Rubinfeld, Alex Samorodnitsky
Monotonicity testing over general poset domains. STOC (2002)
Eric Lehman, Abhi Shelat
Approximation algorithms for grammar-based compression. SODA (2002)
Eric Lehman, Dana Ron
On Disjoint Chains of Subsets. J. Comb. Theory, Ser. A 94 (2) (2001)
Oded Goldreich, Shafi Goldwasser, Eric Lehman, Dana Ron, Alex Samorodnitsky
Testing Monotonicity. Comb. 20 (3) (2000)
Yevgeniy Dodis, Oded Goldreich, Eric Lehman, Sofya Raskhodnikova, Dana Ron, Alex Samorodnitsky
Improved Testing Algorithms for Monotonicity. RANDOM-APPROX (1999)
Jin Suk Kim, Eric Lehman, Frank Thomson Leighton
Oblivious Deadlock-Free Routing in a Faulty Hypercube. IPPS/SPDP (1999)
Yevgeniy Dodis, Oded Goldreich, Eric Lehman, Sofya Raskhodnikova, Dana Ron, Alex Samorodnitsky
Improved Testing Algorithms for Monotonicity. Electron. Colloquium Comput. Complex. 6 (17) (1999)
Oded Goldreich, Shafi Goldwasser, Eric Lehman, Dana Ron
Testing Monotonicity. FOCS (1998)
Eric Lehman, Yosinori Watanabe, Joel Grodstein, Heather Harkness
Logic decomposition during technology mapping. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 16 (8) (1997)
David R. Karger, Eric Lehman, Frank Thomson Leighton, Rina Panigrahy, Matthew S. Levine, Daniel Lewin
Consistent Hashing and Random Trees: Distributed Caching Protocols for Relieving Hot Spots on the World Wide Web. STOC (1997)
Joel Grodstein, Eric Lehman, Heather Harkness, Bill Grundmann, Yosinori Watanabe
A delay model for logic synthesis of continuously-sized networks. ICCAD (1995)
Eric Lehman, Yosinori Watanabe, Joel Grodstein, Heather Harkness
Logic decomposition during technology mapping. ICCAD (1995)
Joel Grodstein, Eric Lehman, Heather Harkness, Hervé J. Touati, Bill Grundmann
Optimal latch mapping and retiming within a tree. ICCAD (1994)

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Publication Activity (10 Years)

Top Topics

Top Venues

Eric Lehman