Skip to content
View xxupiano's full-sized avatar
79 followers · 87 following

Achievements

Achievement: StarstruckAchievement: Pull Shark

Achievements

Achievement: StarstruckAchievement: Pull Shark

Highlights

  • Pro

Block or report xxupiano

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
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 [at] ucsd [dot] 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.

    971 64

  3. microsoft/muzic microsoft/muzic Public

    Muzic: Music Understanding and Generation with Artificial Intelligence

    Python 4.6k 454

  4. zjunlp/DeepKE zjunlp/DeepKE Public

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

    Python 3.7k 699

  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 104 6