24 citations · 42 across the 4 of their papers we have counts for
4 papers
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages
Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran +8
The NLP community has mainly focused on scaling Large Language Models (LLMs) vertically, i.e., making them better for about 100 languages. We instead scale LLMs horizontally: we cr…
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models
Peiqin Lin, Chengzhi Hu, Zheyu Zhang +2
Recent multilingual pretrained language models (mPLMs) have been shown to encode strong language-specific signals, which are not explicitly provided during pretraining. It remains…
Modeling Content-Emotion Duality via Disentanglement for Empathetic Conversation
Peiqin Lin, Jiashuo Wang, Hinrich Schütze +1
The task of empathetic response generation aims to understand what feelings a speaker expresses on his/her experiences and then reply to the speaker appropriately. To solve the tas…
Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality
Jiashuo Wang, Wenjie LI, Peiqin Lin +1
Empathetic response generation aims to comprehend the user emotion and then respond to it appropriately. Most existing works merely focus on what the emotion is and ignore how the…