James Flemings

According to our database, James Flemings authored at least 8 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability.

Mohammad Aflah Khan, Ameya Godbole, Johnny Tian-Zheng Wei, Ryan Wang, James Flemings, Krishna P. Gummadi, Willie Neiswanger, Robin Jia

CoRR, July, 2025

Memory-Efficient Differentially Private Training with Gradient Random Projection.

Alex Mulrooney, Devansh Gupta, James Flemings, Huanyu Zhang, Murali Annavaram, Meisam Razaviyayn, Xinwei Zhang

CoRR, June, 2025

Differentially Private In-context Learning via Sampling Few-shot Mixed with Zero-shot Outputs.

James Flemings, Haosheng Gan, Hongyi Li, Meisam Razaviyayn, Murali Annavaram

CoRR, January, 2025

Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models.

James Flemings, Bo Jiang, Wanrong Zhang, Zafar Takhirov, Murali Annavaram

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Characterizing Context Influence and Hallucination in Summarization.

James Flemings, Wanrong Zhang, Bo Jiang, Zafar Takhirov, Murali Annavaram

CoRR, 2024

Adaptively Private Next-Token Prediction of Large Language Models.

James Flemings, Meisam Razaviyayn, Murali Annavaram

CoRR, 2024

Differentially Private Next-Token Prediction of Large Language Models.

James Flemings, Meisam Razaviyayn, Murali Annavaram

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Differentially Private Knowledge Distillation via Synthetic Text Generation.

James Flemings, Murali Annavaram

Proceedings of the Findings of the Association for Computational Linguistics, 2024