Paying more attention to self-attention: Improving pre-trained language models via attention guiding

S Wang, Z Chen, Z Ren, H Liang, Q Yan… - arXiv preprint arXiv …, 2022 - arxiv.org
Pre-trained language models (PLM) have demonstrated their effectiveness for a broad
range of information retrieval and natural language processing tasks. As the core part of …

MarSan at SemEval-2022 task 11: Multilingual complex named entity recognition using T5 and transformer encoder

E Tavan, M Najafi - … of the 16th international workshop on …, 2022 - aclanthology.org
The multilingual complex named entity recognition task of SemEval2020 required
participants to detect semantically ambiguous and complex entities in 11 languages. In …

Text feature-based copyright recognition method for comics

H Xin, X Jin - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
With the rise of the digital comic industry, pirated comic works have also emerged. Textual
plagiarism, mainly in terms of character language, is gradually increasing, mainly in terms of …

A singular Riemannian Geometry Approach to Deep Neural Networks III. Piecewise Differentiable Layers and Random Walks on -dimensional Classes

A Benfenati, A Marta - arXiv preprint arXiv:2404.06104, 2024 - arxiv.org
Neural networks are playing a crucial role in everyday life, with the most modern generative
models able to achieve impressive results. Nonetheless, their functioning is still not very …

An Empirical Exploration on Enhancing BioMedical Question Answering with Recursive Embedding Fine Tuned Model

MKP Kumar, NS Naik, MN Babu - Authorea Preprints, 2024 - techrxiv.org
The emergence of ChatGPT in late 2022 has rendered generative discourse models
essential to daily living. The increasing user expectations have elevated the necessity to …

Measuring Semantic Similarity of Persian Sentences Using ParsBERT Model

A Zareshahi, MA Javadzade… - 2024 10th International …, 2024 - ieeexplore.ieee.org
Semantic similarity is a subset of natural language processing in artificial intelligence that
examines the similarity between two texts in terms of meaning. It has various applications …