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cs.CL2024
MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries
Mohamed Elgaar, Jiali Cheng, Nidhi Vakil +2
Medical decisions directly impact individuals' health and well-being. Extracting decision spans from clinical notes plays a crucial role in understanding medical decision-making pr…
cs.CL2023
Complexity-Guided Curriculum Learning for Text Graphs
Nidhi Vakil, Hadi Amiri
Curriculum learning provides a systematic approach to training. It refines training progressively, tailors training to task requirements, and improves generalization through exposu…
cs.CL2022★ 1 cited
Generic and Trend-aware Curriculum Learning for Relation Extraction in Graph Neural Networks
Nidhi Vakil, Hadi Amiri
We present a generic and trend-aware curriculum learning approach for graph neural networks. It extends existing approaches by incorporating sample-level loss trends to better disc…