20 citations · 24 across the 3 of their papers we have counts for
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cs.CL2024★ 1 cited
2D Matryoshka Sentence Embeddings
Xianming Li, Zongxi Li, Jing Li +2
Common approaches rely on fixed-length embedding vectors from language models as sentence embeddings for downstream tasks such as semantic textual similarity (STS). Such methods ar…
cs.CL2023★ 20 cited
Label Supervised LLaMA Finetuning
Zongxi Li, Xianming Li, Yuzhang Liu +5
The recent success of Large Language Models (LLMs) has gained significant attention in both academia and industry. Substantial efforts have been made to enhance the zero- and few-s…
cs.CL2020★ 3 cited
Incorporating Effective Global Information via Adaptive Gate Attention for Text Classification
Xianming Li, Zongxi Li, Yingbin Zhao +2
The dominant text classification studies focus on training classifiers using textual instances only or introducing external knowledge (e.g., hand-craft features and domain expert k…