NLPExplorer

Xuxin Cheng

Number of Papers:- 17

Number of Citations:- 0

First ACL Paper:- 2023

Latest ACL Paper:- 2024

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EMNLP

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NAACL

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PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling ACL

Xianwei Zhuang | Xuxin Cheng | Liming Liang | Yuxin Xie | Zhichang Wang | Zhiqi Huang | Yuexian Zou |

Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup ACL

Xuxin Cheng | Ziyu Yao | Yifei Xin | Hao An | Hongxiang Li | Yaowei Li | Yuexian Zou |

MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration NAACL

Xianwei Zhuang | Zhichang Wang | Xuxin Cheng | Yuxin Xie | Liming Liang | Yuexian Zou |

Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation ACL

Cheng Niu | Xingguang Wang | Xuxin Cheng | Juntong Song | Tong Zhang |

MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts F i n d i n g s - A C L

Xuxin Cheng | Zhihong Zhu | Xianwei Zhuang | Zhanpeng Chen | Zhiqi Huang | Yuexian Zou |

Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding F i n d i n g s - A C L

Xuxin Cheng | Zhihong Zhu | Bang Yang | Xianwei Zhuang | Hongxiang Li | Yuexian Zou |

Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment ACL

Zhihong Zhu | Xuxin Cheng | Zhanpeng Chen | Xianwei Zhuang | Zhiqi Huang | Yuexian Zou |

What are the Generator Preferences for End-to-end Task-Oriented Dialog System? EMNLP

Wanshi Xu | Xianwei Zhuang | Zhanpeng Chen | Zhihong Zhu | Xuxin Cheng | Yuexian Zou |

RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP

Juntong Song | Xingguang Wang | Juno Zhu | Yuanhao Wu | Xuxin Cheng | Randy Zhong | Cheng Niu |

Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System F i n d i n g s - E M N L P

Wanshi Xu | Xuxin Cheng | Zhihong Zhu | Zhanpeng Chen | Yuexian Zou |

Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence EMNLP

Zhihong Zhu | Xuxin Cheng | Zhiqi Huang | Dongsheng Chen | Yuexian Zou |

MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding F i n d i n g s - E M N L P

Zhiqi Huang | Dongsheng Chen | Zhihong Zhu | Xuxin Cheng |

Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations F i n d i n g s - A C L

Zhihong Zhu | Xuxin Cheng | Zhiqi Huang | Dongsheng Chen | Yuexian Zou |

Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation F i n d i n g s - E M N L P

Xuxin Cheng | Zhihong Zhu | Wanshi Xu | Yaowei Li | Hongxiang Li | Yuexian Zou |

MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling F i n d i n g s - E M N L P

Xuxin Cheng | Zhihong Zhu | Bowen Cao | Qichen Ye | Yuexian Zou |

Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention F i n d i n g s - E M N L P

Yifeng Xie | Zhihong Zhu | Xuxin Cheng | Zhiqi Huang | Dongsheng Chen |

ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding F i n d i n g s - A C L

Xuxin Cheng | Bowen Cao | Qichen Ye | Zhihong Zhu | Hongxiang Li | Yuexian Zou |

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