Multimodal Molecular Representation Learning for Small Molecule Drug Discovery - Pretraining and Early Fusion ArchitecturesPartha SuryanarayananShreyans Sethiet al.2024ACS Fall 2024
Towards accelerating small molecule drug discovery with pre-trained, late fusion multi-view modelsJoseph MorroneDiwakar Mahajanet al.2024ACS Fall 2024
SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug DiscoveryBc KwonSimona Rabinovici-Cohenet al.2024IJCAI 2024
Capturing Individual-level Social Determinants from Clinical TextJennifer J. LiangDiwakar Mahajanet al.2023AMIA Annual Symposium 2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error TypesKeerthiram MurugesanSarathkrishna Swaminathanet al.2023ACL 2023
Towards Generalizable Methods for Automating Risk Score CalculationJennifer J. LiangEric Lehmeret al.2022ACL 2022
Reducing Physicians’ Cognitive Load During Chart Review: A Problem-Oriented Summary of the Patient Electronic RecordJennifer J. LiangChing-Huei Tsouet al.2021AMIA Annual Symposium 2021
Toward Understanding Clinical Context of Medication Change Events in Clinical NarrativesDiwakar MahajanJennifer J. Lianget al.2021AMIA Annual Symposium 2021
Evaluating Social Determinants of Health in Clinical Communications DataDiwakar MahajanJennifer J. Lianget al.2021AMIA Annual Symposium 2021
SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS)Nancy X. R. WangDiwakar Mahajanet al.2021ACL-IJCNLP 2021