36 citations · 54 across the 3 of their papers we have counts for
3 papers
cs.CL2024★ 11 cited
Gecko: Versatile Text Embeddings Distilled from Large Language Models
Jinhyuk Lee, Zhuyun Dai, Xiaoqi Ren +17
We present Gecko, a compact and versatile text embedding model. Gecko achieves strong retrieval performance by leveraging a key idea: distilling knowledge from large language model…
cs.CL2023★ 7 cited
TextMI: Textualize Multimodal Information for Integrating Non-verbal Cues in Pre-trained Language Models
Md Kamrul Hasan, Md Saiful Islam, Sangwu Lee +4
Pre-trained large language models have recently achieved ground-breaking performance in a wide variety of language understanding tasks. However, the same model can not be applied t…
cs.LG2012★ 36 cited
Convergence of the EM Algorithm for Gaussian Mixtures with Unbalanced Mixing Coefficients
Iftekhar Naim, Daniel Gildea
The speed of convergence of the Expectation Maximization (EM) algorithm for Gaussian mixture model fitting is known to be dependent on the amount of overlap among the mixture compo…