2 papers
cs.CL2024
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models
Minki Kang, Sung Ju Hwang, Gibbeum Lee +1
As Large Language Models (LLMs) are increasingly deployed in specialized domains with continuously evolving knowledge, the need for timely and precise knowledge injection has becom…
cs.CL2024
Accelerating Multilingual Language Model for Excessively Tokenized Languages
Jimin Hong, Gibbeum Lee, Jaewoong Cho
Recent advancements in large language models (LLMs) have remarkably enhanced performances on a variety of tasks in multiple languages. However, tokenizers in LLMs trained primarily…