Skip to content
View Zeng-WH's full-sized avatar
πŸ”­
Researching
πŸ”­
Researching
Block or Report

Block or report Zeng-WH

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Zeng-WH/README.md

I am Weihao Zeng, a postgraduate student at the Pattern Recognition and Intelligent System Laboratory(PRIS-NLP), Beijing University of Posts and Telecommunications, advised by Prof. Weiran Xu. I am also a Research Assistant at the Hong Kong University of Science and Technology, supervised by Prof. Junxian He. Previously, I obtained my Bachelor's degree from the Mathematics Department of the same university. My research interests include large language models(LLMs), instruction tuning, and dialogue systems. I have published several papers at top conferences, including ACL, ICLR, SIGIR, EMNLP, and NAACL.

Feel free to email me for any form of academic cooperation !

I am actively seeking PhD Program opportunities for the Fall of 2025 ^_^

πŸ”₯ News

  • 2024-03: πŸŽ‰πŸŽ‰ One paper have been accepted by NAACL 2024!
  • 2024-02: πŸŽ‰πŸŽ‰ One paper have been accepted by LREC-COLING 2024!
  • 2024-01: πŸŽ‰πŸŽ‰ One paper have been accepted by ICLR 2024!
  • 2023-05: πŸŽ‰πŸŽ‰ Two paper have been accepted by ACL 2023!
  • 2022-10: πŸŽ‰πŸŽ‰ One paper has been accepted at the SereTOD 2022 Workshop, EMNLP 2022!
  • 2022-09: πŸ†πŸ† Achieved the 1st rank on SereTOD 2022 track 2, EMNLP 2022!

πŸ“ Publications

  1. FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue

    Weihao Zeng, Keqing He, Yejie Wang, Chen Zeng, Jingang Wang, Yunsen Xian, Weiran Xu

    ACL 2023 Main Conference paper

  2. Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation

    Weihao Zeng, Lulu Zhao, Keqing He, Ruotong Geng, Jingang Wang, Wei Wu, Weiran Xu

    ACL 2023 Main Conference paper

  3. What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning

    Wei Liu*, Weihao Zeng*, Keqing He, Yong Jiang, Junxian He

    ICLR 2024 paper

  4. DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations

    Weihao Zeng, Dayuan Fu, Keqing He, Yejie Wang, Yukai Xu, Weiran Xu

    NAACL 2024 paper

  5. BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses

    Weihao Zeng, Keqing He, Yejie Wang, Dayuan Fu, Weiran Xu

    LREC-COLING 2024 paper

  6. Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems

    Weihao Zeng, Keqing He, Zechen Wang, Dayuan Fu, Guanting Dong, Ruotong Geng, Pei Wang, Jingang Wang, Chaobo Sun, Wei Wu, Weiran Xu

    SereTOD 2022 WorkShop, EMNLP 2022 paper

  7. ADPL: Adversarial Prompt-based Domain Adaptation for Dialogue Summarization with Knowledge Disentanglement

    Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Ruotong Geng, Huixing Jiang, Wei Wu, Weiran Xu

    SIGIR 2022 paper

  8. Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization
    Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Weiran Xu, Huixing Jiang, Wei Wu, Yanan Wu
    NAACL 2022
    paper

  9. Give the Truth: Incorporate Semantic Slot into Abstractive Dialogue Summarization
    Lulu Zhao, Weihao Zeng, Weiran Xu, Jun Guo
    EMNLP 2021
    paper

  10. TODSum: Task-Oriented Dialogue Summarization with State Tracking
    Lulu Zhao, Fujia Zheng, Keqing He, Weihao Zeng, Yuejie Lei, Huixing Jiang, Wei Wu, Weiran Xu, Jun Guo, Fanyu Meng
    Arxiv 2022
    paper

πŸŽ– Competitions and Awards

  • National Scholarship in China (2019/2023)
  • 2022-09: πŸ†πŸ† Achieved the 1st Award on SereTOD Challenge 2022 track 2, EMNLP 2022!
  • 2021-08: πŸ†πŸ† Achieved the 4th Award on SMP 2021 Conversational AI Challenge!
  • 2021-09: πŸ†πŸ† Achieved the 8th Place on CCIR 2021 Intelligent NLU Challenge!

Pinned Loading

  1. hkust-nlp/deita hkust-nlp/deita Public

    Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]

    Python 449 27

  2. Prompt-Tuning Prompt-Tuning Public

    Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning"

    Python 56 11

  3. finetune_gpt finetune_gpt Public

    finetune gpt2 with huggingface

    Python 2 2

  4. S2KG S2KG Public

    Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems(accepted at the SereTOD 2022 Workshop, EMNLP 2022οΌ‰

    Python 6

  5. PrefixTuning-Fix PrefixTuning-Fix Public

    complete the code of prefix-tuning in low data setting

    Python 5 2

  6. FutureTOD FutureTOD Public

    Official codes for ACL 2023 paper "FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue"

    3