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researcher

Charles Alba

3 papers hereh-index 494 citations18 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.IR1
same name
  • Charles Alba — 2 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedThe Foundational Capabilities of Large Language Models in Predicting Postoperative Risks Using Clinical Notes

38 citations · 38 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2026

CURA: Clinical Uncertainty Risk Alignment for Language Model-Based Risk Prediction

Sizhe Wang, Ziqi Xu, Claire Najjuuko +2

Clinical language models (LMs) are increasingly applied to support clinical risk prediction from free-text notes, yet their uncertainty estimates often remain poorly calibrated and…

cs.IR2025

Use of Retrieval-Augmented Large Language Model Agent for Long-Form COVID-19 Fact-Checking

Jingyi Huang, Yuyi Yang, Mengmeng Ji +3

The COVID-19 infodemic calls for scalable fact-checking solutions that handle long-form misinformation with accuracy and reliability. This study presents SAFE (system for accurate…

cs.CL2024★ 38 cited

The Foundational Capabilities of Large Language Models in Predicting Postoperative Risks Using Clinical Notes

Charles Alba, Bing Xue, Joanna Abraham +2

Clinical notes recorded during a patient's perioperative journey holds immense informational value. Advances in large language models (LLMs) offer opportunities for bridging this g…

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