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Neel Jain
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Hard prompts made easy: Gradient-based discrete optimization for prompt tuning and discovery
Y Wen, N Jain, J Kirchenbauer, M Goldblum, J Geiping, T Goldstein
Conference on Neural Information Processing Systems (NeurIPS) 2023, 2023
992023
Baseline Defenses for Adversarial Attacks Against Aligned Language Models
N Jain, A Schwarzschild, Y Wen, G Somepalli, J Kirchenbauer, P Chiang, ...
arXiv preprint arXiv:2309.00614, 2023
97*2023
NEFTune: Noisy embeddings improve instruction finetuning
N Jain, P yeh Chiang, Y Wen, J Kirchenbauer, HM Chu, G Somepalli, ...
The Twelfth International Conference on Learning Representations, 2023
22*2023
Bring Your Own Data! Self-Supervised Evaluation for Large Language Models
N Jain, K Saifullah, Y Wen, J Kirchenbauer, M Shu, A Saha, M Goldblum, ...
arXiv preprint arXiv:2306.13651, 2023
132023
How to Do a Vocab Swap? A Study of Embedding Replacement for Pre-trained Transformers
N Jain, J Kirchenbauer, J Geiping, T Goldstein
2022
Multi-color forcing in graphs
C Bozeman, PE Harris, N Jain, B Young, T Yu
Graphs and Combinatorics 36 (6), 1855-1868, 2020
2020
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Articles 1–6