Abstract

Welcome to TrustNLP 2024, the fourth Workshop on Trustworthy Natural Language Processing. Colocated with NAACL 2024, the workshop is scheduled for June 21, 2024. To facilitate the participation of the global NLP community, we conduct this year’s workshop in a hybrid format.
The continued evolution of Large Language Models (LLMs) has led to unprecedented growth in Natural Language Processing applications. Incorporating vision capabilities into AI-powered content creation tools, such as Anthropic’s Claude 2.0 and OpenAI’s ChatGPT 4.0, has ushered in a new era of creative writing and multimodal interaction. The release of new text-to-video models (Sora, Gen-2, Pika) and the integration of text-to-image models into widely adopted tools (DALL-E 3, Firefly) has further expanded the creative possibilities. In the healthcare domain, MedPaLM 2, Google’s medical LLM, has demonstrated impressive performance in medical question answering. However, as these advancements continue to shape various aspects of our lives, they also raise pressing concerns about the ethical, social, and technical implications of their widespread adoption. Therefore, as the influence of these technologies grows, so does the need for responsible development and deployment practices.

Metadata

publication

Proceedings of the 4th Workshop on Trustworthy Natural Language Processing …, 2024

year

2024

publication date

2024/6

authors

Kai-Wei Chang, Anaelia Ovalle, Jieyu Zhao, Yang Trista Cao, Ninareh Mehrabi, Aram Galstyan, Jwala Dhamala, Anoop Kumar, Rahul Gupta

link

https://aclanthology.org/2024.trustnlp-1.0.pdf

resource_link

https://aclanthology.org/2024.trustnlp-1.0.pdf

conference

Proceedings of the 4th Workshop on Trustworthy Natural Language Processing (TrustNLP 2024)