Ozlem Kalinli

AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs

2023 · arXiv (Cornell University)

In this work, we extend the instruction-tuned Llama-2 model with end-to-end general-purpose speech processing and reasoning abilities while maintaining the wide range of original LLM capabilities, without using any carefully curated paired data. The resulting …

Forgetting Private Textual Sequences in Language Models Via Leave-One-Out Ensemble

2024

Recent research has shown that language models have a tendency to memorize rare or unique token sequences in the training corpus. After deploying a model, practitioners might be asked to delete any personal information from …