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xxupiano/README.md
  • 👋 Hi, I'm Xin Xu, a CSE Ph.D. student at UCSD, advised by Prof. Julian McAuley.
  • 👀 I'm interested in:
    • Human-centered NLP: fairness and toxicity (mitigation and explanation)
    • Knowledge Management: factuality and interpretability (editing, unlearning, and low-resource acquisition)
    • Music AI: generation and interpretation (musician-oriented AI assistant)
  • 🎓 I obtained the CS master's degree from Zhejiang University, advised by Prof. Ningyu Zhang.
  • 💻 I was fortunate to intern at Microsoft Research Asia, advised by Xu Tan.
  • 🎵 I love music. I was a member of Wenqin Piano Society at Zhejiang University.
  • 🐾 Web: https://xxupiano.github.io/
  • 📫 How to reach me: xinxucs@ucsd.edu.

Research Work

Human-centered NLP

  • BiasEdit: Debiasing Stereotyped Models via Model Editing. WiNLP 2023 @ EMNLP 2023
  • MachineSoM: Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View. [paper] ACL 2024

Knowledge Management

  • KnowEdit: A Comprehensive Study of Knowledge Editing for Large Language Models. [paper]
  • CKnowEdit: Benchmarking Chinese Knowledge Rectification in Large Language Models. [paper]
  • UnleashLLMRE: How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? [paper] SustaiNLP 2023 @ ACL 2023
  • AdaKGC: Schema-adaptable Knowledge Graph Construction. [paper] EMNLP 2023 Findings
  • DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. [paper] EMNLP 2022 System Demostrations
  • LREBench: Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study. [paper] EMNLP 2022 Findings

Music AI

Pinned Loading

  1. zjunlp/BiasEdit zjunlp/BiasEdit Public

    Debiasing Stereotyped Language Models via Model Editing

    Python 5 1

  2. zjunlp/KnowledgeEditingPapers zjunlp/KnowledgeEditingPapers Public

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

    909 59

  3. microsoft/muzic microsoft/muzic Public

    Muzic: Music Understanding and Generation with Artificial Intelligence

    Python 4.5k 447

  4. zjunlp/DeepKE zjunlp/DeepKE Public

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

    Python 3.5k 685

  5. zjunlp/LREBench zjunlp/LREBench Public

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

    Python 33 1

  6. zjunlp/MachineSoM zjunlp/MachineSoM Public

    [ACL 2024] Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View

    Python 98 6