activity
20182026
most citedJointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs

9 citations · 33 across the 11 of their papers we have counts for

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Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Reinforcement Learning over Predictive Distributions for LLM Regression

Jungsoo Park, Hyungjoo Chae, Ethan Mendes +4

Large language models (LLMs) have emerged as flexible regressors capable of predicting real-valued quantities from heterogeneous inputs. Yet most LLM regression objectives optimize…

cs.LG2022★ 2 cited

Entity Anchored ICD Coding

Jay DeYoung, Han-Chin Shing, Luyang Kong +2

Medical coding is a complex task, requiring assignment of a subset of over 72,000 ICD codes to a patient's notes. Modern natural language processing approaches to these tasks have…