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researcher

Eric P. Lehman

10 papers hereh-index 132k citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author6

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CL9
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedDo We Still Need Clinical Language Models?

50 citations · 66 across the 6 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.CL2019

ERASER: A Benchmark to Evaluate Rationalized NLP Models

Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani +4

State-of-the-art models in NLP are now predominantly based on deep neural networks that are opaque in terms of how they come to make predictions. This limitation has increased inte…

cs.CL2019

Inferring Which Medical Treatments Work from Reports of Clinical Trials

Eric Lehman, Jay DeYoung, Regina Barzilay +1

How do we know if a particular medical treatment actually works? Ideally one would consult all available evidence from relevant clinical trials. Unfortunately, such results are pri…

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