Identification of Enzymatic Active Sites with Unsupervised Language ModellingLoic Kwate DassiMatteo Manicaet al.2021NeurIPS 2021
Expose Uncertainty, Instill Distrust, Avoid Explanations: Towards Ethical Guidelines for AIClaudio Santos Pinhanez2021NeurIPS 2021
Accurate Multi-Endpoint Molecular Toxicity Predictions in Humans with Contrastive ExplanationsBhanushee SharmaVijil Vijilet al.2021NeurIPS 2021
Grapher: Multi-Stage Knowledge Graph Construction using Pretrained Language ModelsIgor MelnykPierre Dogninet al.2021NeurIPS 2021
Post-discovery Analysis of Anomalous SubsetsIsaiah Onando Mulang’William Ogalloet al.2021NeurIPS 2021
COVID-19 India Dataset: Parsing Detailed COVID-19 Data in Daily Health Bulletins from States in IndiaMayank AgarwalTathagata Chakrabortiet al.2021NeurIPS 2021
Leveraging Adversarial Reprogramming for Novel Structure-constrained Protein Sequence DesignDevleena DasInkit Padhiet al.2021NeurIPS 2021
A Deep Learning application towards transparent communication for Payment for Forest Environmental Services (PES)Ngoc Lan HoangThu-Thuy Pham2021NeurIPS 2021
Robust Text Perturbation using Sequence-to-Sequence Pre-TrainingNishtha MadaanDiptikalyan Sahaet al.2021NeurIPS 2021