Jun 18, 2024 · We introduce a method that successfully detects fine-grained clusters of semantically similar texts guided by a novel objective function.

Nov 12, 2024 · We propose a method (STAR) for detecting fine-grained clusters of semantically similar texts through a novel objective function, with the core.

Jun 18, 2024 · We propose a method (STAR) for detecting fine-grained clusters of semantically similar texts through a novel objective function, with the core ...

Jun 18, 2024 · The method uses semantic similarities in a logarithmic space to guide sample distributions in the Euclidean space and to form distinct clusters ...

View recent discussion. Abstract: Fine-grained category discovery using only coarse-grained supervision is a cost-effective yet challenging task.

Nov 30, 2024 · Request PDF | On Jan 1, 2024, Chang Tian and others published A Generic Method for Fine-grained Category Discovery in Natural Language Texts |

Fine-grained category discovery using only coarse-grained supervision is a cost-effective yet challenging task. Previous training methods focus on aligning ...

Jun 21, 2024 · A Generic Method for Fine-grained Category Discovery in Natural Language Texts. https://arxiv.org/abs/2406.13103 · 8:14 AM · Jun 21, 2024.

A Generic Method for Fine-grained Category Discovery in Natural Language Texts. Chang Tian | Matthew B. Blaschko | Wenpeng Yin | Mingzhe Xing | Yinliang Yue ...

A Generic Method for Fine-grained Category Discovery in Natural Language Texts. C Tian, MB Blaschko, W Yin, M Xing, Y Yue, MF Moens. arXiv preprint arXiv ...