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researcher

M. Dredze

48 papers hereh-index 223.6k citations134 works total

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

author position
  • middle author13
  • last author31

Across the 44 of 48 papers where every author was matched, so the position is known.

fields
  • cs.CL35
  • cs.LG5
  • cs.AI4
  • cs.CY3
  • cs.SI1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedBenchmarking Large Language Models on Answering and Explaining Challenging Medical Questions

8 citations · 32 across the 43 of their papers we have counts for

collaborators
Showing 2023 · cs.CLShow all

2 papers · 2 filters

cs.CL2023★ 1 cited

An Eye on Clinical BERT: Investigating Language Model Generalization for Diabetic Eye Disease Phenotyping

Keith Harrigian, Tina Tang, Anthony Gonzales +2

Diabetic eye disease is a major cause of blindness worldwide. The ability to monitor relevant clinical trajectories and detect lapses in care is critical to managing the disease an…

cs.CL2023

Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models

Carlos Aguirre, Kuleen Sasse, Isabel Cachola +1

Recently, work in NLP has shifted to few-shot (in-context) learning, with large language models (LLMs) performing well across a range of tasks. However, while fairness evaluations…

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