[HTML][HTML] Green learning: Introduction, examples and outlook

CCJ Kuo, AM Madni - Journal of Visual Communication and Image …, 2023 - Elsevier
Rapid advances in artificial intelligence (AI) in the last decade have been largely built upon
the wide applications of deep learning (DL). However, the high carbon footprint yielded by …

[PDF][PDF] An overview of language models: Recent developments and outlook

C Wei, YC Wang, B Wang… - APSIPA Transactions on …, 2024 - nowpublishers.com
Language modeling studies the probability distributions over strings of texts. It is one of the
most fundamental tasks in natural language processing (NLP). It has been widely used in …

Compositionality and Sentence Meaning: Comparing Semantic Parsing and Transformers on a Challenging Sentence Similarity Dataset

J Fodor, S De Deyne, S Suzuki - Computational Linguistics, 2024 - direct.mit.edu
One of the major outstanding questions in computational semantics is how humans integrate
the meaning of individual words into a sentence in a way that enables understanding of …

Improving word mover's distance by leveraging self-attention matrix

H Yamagiwa, S Yokoi, H Shimodaira - ar**
A Jangabylova, A Krassovitskiy, R Mussabayev… - Computation, 2022 - mdpi.com
The documents similarity metric is a substantial tool applied in areas such as determining
topic in relation to documents, plagiarism detection, or problems necessary to capture the …

Siamese capsule network with position correlation and integrating articles of law for Chinese similar case matching

Z Chen, L Ye, H Zhang, Y Zhang - Journal of Intelligent & …, 2024 - content.iospress.com
The purpose of the Chinese similar case matching task is to compare the similarity of two
case texts with a given anchor text and find out which text is more similar to the anchor text …