Leveraging BERT with Mixup for Sentence Classification (Student Abstract). - Amit Jindal; Dwaraknath Gnaneshwar; Ramit Sawhney; Rajiv Ratn Shah (AAAI, 2020)

NABU - Multilingual Graph-Based Neural RDF Verbalizer. - Diego Moussallem; Dwaraknath Gnaneshwar; Thiago Castro Ferreira; Axel-Cyrille Ngonga Ngomo (ISWC (1), 2020)

Know Where To Drop Your Weights: Towards Faster Uncertainty Estimation. - Akshatha Kamath; Dwaraknath Gnaneshwar; Matias Valdenegro-Toro (CoRR, 2020)

Score-Based Generative Models for Molecule Generation. - Dwaraknath Gnaneshwar; Bharath Ramsundar; Dhairya Gandhi; Rachel C. Kurchin; Venkatasubramanian Viswanathan (CoRR, 2022)

BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts. - Qizhen (Irene) Zhang; Nikolas Gritsch; Dwaraknath Gnaneshwar; Simon Guo 003; David Cairuz; Bharat Venkitesh; Jakob N. Foerster; Phil Blunsom; Sebastian Ruder; Ahmet Üstün; Acyr Locatelli (NeurIPS, 2024)

Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models. - Laura Ruis; Maximilian Mozes; Juhan Bae; Siddhartha Rao Kamalakara; Dwaraknath Gnaneshwar; Acyr Locatelli; Robert Kirk; Tim Rocktäschel; Edward Grefenstette; Max Bartolo (ICLR, 2025)