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Zheng Du

3 accepted papers

2024

Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models

AAAI 2024technical

Toxic content detection is crucial for online services to remove inappropriate content that violates community standards. To automate the detection process, prior works have proposed varieties of machine learning (ML) approaches to train Language Models (LMs) for toxic content detection. However, bo…

Cited by 24SourcePDFScholar
2024

WebOlympus: An Open Platform for Web Agents on Live Websites

EMNLP 2024system demonstrations

Web agents are emerging as powerful tools capable of performing complex tasks across diverse web environments. The rapid development of large multimodal models is further enhancing this advancement. However, there is a lack of standardized and user-friendly tools for research and development, as wel…

2021

Top-Down Attention in End-to-End Spoken Language Understanding

ICASSP 2021accepted

Spoken language understanding (SLU) is the task of inferring the semantics of spoken utterances. Traditionally, this has been achieved with a cascading combination of Automatic Speech Recognition (ASR) and Natural Language Understanding (NLU) modules that are optimized separately, which can lead to…

Cited by 0SourceScholar