Robust Text Perturbation using Sequence-to-Sequence Pre-TrainingNishtha MadaanDiptikalyan Sahaet al.2021NeurIPS 2021
Neuro-Symbolic Learning and Reasoning in the era of Large Language Models (NuCLeaR)Asim MunawarElham Bareziet al.2024AAAI 2024
The 2nd Workshop on New Frontiers in Adversarial Machine LearningSijia LiuPin-Yu Chenet al.2023ICML 2023
Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and ModelsIoana Baldini SoaresChhavi Yadavet al.2023ACL 2023
Practical ML for Developing Countries: learning under limited/low resource scenariosEsube BekeleWaheeda Banu Saibet al.2022ICLR 2022
Artificial intelligence driven design of catalysts and materials for ring opening polymerization using a domain-specific languageNathaniel H. ParkMatteo Manicaet al.2023Nature Communications
Regression Transformer enables concurrent sequence regression and generation for molecular language modellingJannis BornMatteo Manica2023Nature Machine Intelligence