Ahmad Beirami

Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting

Alex Beutel, Preethi Lahoti, Jilin Chen, 2023, 2310.16523.

Controlled Decoding from Language Models

Alex Beutel, Jilin Chen, H. Ganapathy, 2023, ArXiv.

Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks

Ananth Balashankar, Alex Beutel, Jilin Chen, 2023, ArXiv.

Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning

Ananth Balashankar, Alex Beutel, Jilin Chen, 2023, ArXiv.

CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance pdf

Asli Celikyilmaz, Ahmad Beirami, Jonathan May, 2021, ArXiv.