Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation ModelsYuchen HuChen Chenet al.2024NeurIPS 2024
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit DifferenceJiabao JiYujian Liuet al.2024NeurIPS 2024
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level GuaranteesRyan ZhangHerbert Woisetschlägeret al.2024NeurIPS 2024
Interleaving Text and Number Embeddings to Solve Mathemathics ProblemsMarvin AlbertsGianmarco Gabrieliet al.2024NeurIPS 2024
Towards Using Large Language Models and Deep Reinforcement Learning for Inertial Fusion EnergyVadim ElisseevMax Espositoet al.2024NeurIPS 2024
Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMsMegh ThakkarYash Moreet al.2024NeurIPS 2024
Enhancing Reasoning to Adapt Large Language Models for Domain-Specific ApplicationsBo WenXin Zhang2024NeurIPS 2024
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational AgentsIvoline NgongSwanand Ravindra Kadheet al.2024NeurIPS 2024
Unified Lookup Tables: Privacy-Preserving Foundation ModelsNikita JanakarajanIrina Espejo Moraleset al.2024NeurIPS 2024