Exploring the use of large language models for reference-free text quality evaluation: An empirical study

Y Chen, R Wang, H Jiang, S Shi, R Xu - arXiv preprint arXiv:2304.00723, 2023 - arxiv.org
Evaluating the quality of generated text is a challenging task in NLP, due to the inherent
complexity and diversity of text. Recently, large language models (LLMs) have garnered …

Sentence Representations via Gaussian Embedding

S Yoda, H Tsukagoshi, R Sasano, K Takeda - arXiv preprint arXiv …, 2023 - arxiv.org
Recent progress in sentence embedding, which represents the meaning of a sentence as a
point in a vector space, has achieved high performance on tasks such as a semantic textual …