Paradigm shift in natural language processing

TX Sun, XY Liu, XP Qiu, XJ Huang - Machine Intelligence Research, 2022 - Springer
In the era of deep learning, modeling for most natural language processing (NLP) tasks has
converged into several mainstream paradigms. For example, we usually adopt the …

A comprehensive survey on relation extraction: Recent advances and new frontiers

X Zhao, Y Deng, M Yang, L Wang, R Zhang… - ACM Computing …, 2024 - dl.acm.org
Relation extraction (RE) involves identifying the relations between entities from underlying
content. RE serves as the foundation for many natural language processing (NLP) and …