Wenqing Chen

MCapsNet: Capsule Network for Text with Multi-Task Learning

2018

Multi-task learning has an ability to share the knowledge among related tasks and implicitly increase the training data. However, it has long been frustrated by the interference among tasks. This paper investigates the performance of …

Mitigating Social Bias in Large Language Models: A Multi-Objective Approach within a Multi-Agent Framework

2024 · arXiv (Cornell University)

Natural language processing (NLP) has seen remarkable advancements with the development of large language models (LLMs). Despite these advancements, LLMs often produce socially biased outputs. Recent studies have mainly addressed this problem by prompting LLMs …