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Diwakar Mahajan

2 accepted papers

2024

SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery

IJCAI 2024poster

Biomedical foundation models, trained on diverse sources of small molecule data, hold great potential for accelerating drug discovery. However, their complex nature often presents a barrier for researchers seeking scientific insights and drug candidate generation. SPARK addresses this challenge by p…

2023

MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types

ACL 2023findings

With the growing interest in large language models, the need for evaluating the quality of machine text compared to reference (typically human-generated) text has become focal attention. Most recent works focus either on task-specific evaluation metrics or study the properties of machine-generated t…