Search Results for author: Shuyu Lei

Found 5 papers, 1 papers with code

Task-Oriented Clustering for Dialogues

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.

Clustering Diversity +2

Seal: Advancing Speech Language Models to be Few-Shot Learners

no code implementations20 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.

Decoder Language Modeling +1

GRASS: Unified Generation Model for Speech-to-Semantic Tasks

no code implementations6 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.

named-entity-recognition Named Entity Recognition +3

Cannot find the paper you are looking for? You can Submit a new open access paper.