Sumanth Dathathri
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Topic Modeling, Formal Methods in Verification, Logic, programming, and type systems, Natural Language Processing Techniques
Most-Cited Works
- → Plug and Play Language Models: A Simple Approach to Controlled Text\n Generation(2019)407 cited
- → Scaling Language Models: Methods, Analysis & Insights from Training Gopher(2021)242 cited
- → Improving alignment of dialogue agents via targeted human judgements(2022)131 cited
- → Collaboration between clinicians and vision–language models in radiology report generation(2024)116 cited
- → Control design for hybrid systems with TuLiP: The Temporal Logic Planning toolbox(2016)80 cited
- → Scalable watermarking for identifying large language model outputs(2024)76 cited
- → Enabling certification of verification-agnostic networks via\n memory-efficient semidefinite programming(2020)17 cited
- → Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models(2022)12 cited