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xxupiano/README.md
  • 👋 Hi, I'm Xin Xu, a 3rd-year CS MS. at Zhejiang University (ZJU).
  • 🌱 I’m studying in ZJU KG Lab, advised by Ningyu Zhang and Huajun Chen.
  • 👯 I was fortunate to intern at Microsoft Research Asia, advised by Peiling Lu and Xu Tan.
  • 👀 I'm interested in reasoning, generation, knowledge management and acquisition, focusing on model editing, societal harm unlearning, music AI, etc. [Scholar].
  • 🎵 I'm a member of Wenqin Piano Society at ZJU.
  • 🔎 I'm having a research intern at GaTech.
  • 🎓 I'm an incoming CSE Ph.D. student at UCSD.
  • 📫 How to reach me: xxucs@zju.edu.cn.

Research Work

Editing and Unlearning

  • EditBias: Debiasing Stereotyped Models via Model Editing. WiNLP 2023 @ EMNLP 2023
  • KnowEdit: A Comprehensive Study of Knowledge Editing for Large Language Models. [paper]

Knowledge Acquisition

  • UnleashLLMRE: An exploration of unleashing the power of LLMs for few-shot relation extraction. [paper] SustaiNLP 2023 @ ACL 2023
  • AdaKGC: KGC based on a dynamically changing schema graph without re-training. [paper] EMNLP 2023 Findings
  • DeepKE: A knowledge extraction toolkit supporting standard supervised, low-resource and document-level scenarios for entity, relation and attribution extraction. [paper] EMNLP 2022 System Demostrations
  • LREBench: A low-resource relation extraction benchmark. [paper] EMNLP 2022 Findings

Multi-agent System

Creative Generation

Pinned

  1. zjunlp/EditBias zjunlp/EditBias Public

    EditBias: Debiasing Stereotyped Language Models via Model Editing

    Python 1

  2. zjunlp/KnowledgeEditingPapers zjunlp/KnowledgeEditingPapers Public

    Must-read Papers on Knowledge Editing for Large Language Models.

    608 41

  3. zjunlp/LREBench zjunlp/LREBench Public

    [EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study

    Python 32 1

  4. zjunlp/DeepKE zjunlp/DeepKE Public

    [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

    Python 3k 635

  5. microsoft/muzic microsoft/muzic Public

    Muzic: Music Understanding and Generation with Artificial Intelligence

    Python 4.2k 407

  6. ChineseMusicTransformer ChineseMusicTransformer Public

    A REMI-based Transformer-XL for Chinese piano generation

    Python 5