1 code implementation • Findings (EMNLP) 2021 • Chenxu Lv, Hengtong Lu, Shuyu Lei, Huixing Jiang, Wei Wu, Caixia Yuan, Xiaojie Wang
A reliable clustering algorithm for task-oriented dialogues can help developer analysis and define dialogue tasks efficiently.
no code implementations • 20 Jul 2024 • Shuyu Lei, Lingen Liu, Jiaolong Yang, Yasen Jiao, Yuxiang Yang, Yushu Yang, Xiang Guo
Existing auto-regressive language models have demonstrated a remarkable capability to perform a new task with just a few examples in prompt, without requiring any additional training.
no code implementations • 6 Sep 2023 • Aobo Xia, Shuyu Lei, Yushu Yang, Xiang Guo, Hua Chai
This paper explores the instruction fine-tuning technique for speech-to-semantic tasks by introducing a unified end-to-end (E2E) framework that generates target text conditioned on a task-related prompt for audio data.
no code implementations • COLING 2020 • Keqing He, Shuyu Lei, Yushu Yang, Huixing Jiang, Zhongyuan Wang
Slot filling and intent detection are two major tasks for spoken language understanding.