2 papers
cs.CL2026
Tuning Language Models by Mixture-of-Depths Ensemble
Haoyan Luo, Lucia Specia
Transformer-based Large Language Models (LLMs) traditionally rely on final-layer loss for finetuning and final-layer representations for predictions, potentially overlooking the pr…
cs.CL2026
Industry-Aligned Granular Topic Modeling
Sae Young Moon, Myeongjun Erik Jang, Haoyan Luo +3
Topic modeling has extensive applications in text mining and data analysis across various industrial sectors. Although the concept of granularity holds significant value for busine…