7 citations · 9 across the 9 of their papers we have counts for
5 papers · 1 filter
Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models
Hongyuan Lu, Zixuan Li, Wai Lam
There are two shortages in the current Large Language Models (LLMs) era. The first is short of multilingual models, where most LLMs are English-centric and performance is limited o…
Clean Evaluations on Contaminated Visual Language Models
Hongyuan Lu, Shujie Miao, Wai Lam
How to evaluate large language models (LLMs) cleanly has been established as an important research era to genuinely report the performance of possibly contaminated LLMs. Yet, how t…
Toxic Subword Pruning for Dialogue Response Generation on Large Language Models
Hongyuan Lu, Wai Lam
How to defend large language models (LLMs) from generating toxic content is an important research area. Yet, most research focused on various model training techniques to remediate…
Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations
Hao Yang, Hongyuan Lu, Xinhua Zeng +7
In the rapidly evolving field of natural language processing, dialogue systems primarily employ a single-step dialogue paradigm. Although this paradigm is efficient, it lacks the d…
Unveiling the Generalization Power of Fine-Tuned Large Language Models
Haoran Yang, Yumeng Zhang, Jiaqi Xu +3
While Large Language Models (LLMs) have demonstrated exceptional multitasking abilities, fine-tuning these models on downstream, domain-specific datasets is often necessary to yiel…