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xxupiano/README.md
  • 👋 Hi, I'm Xin Xu, an incoming CSE Ph.D. student at UCSD, advised by Prof. Julian McAuley.
  • 👀 I'm interested in trustworthy NLP, reasoning, and music AI. [Scholar].
  • 🎓 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.
  • 📫 How to reach me: [email protected].

Research Work

Editing and Unlearning

  • BiasEdit: 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

Agent

  • MachineSoM: Exploring Collaboration Mechanisms For LLM Agents. [paper] ACL 2024

Creative Generation

Pinned Loading

  1. zjunlp/BiasEdit zjunlp/BiasEdit Public

    Debiasing Stereotyped Language Models via Model Editing

    Python 5 1

  2. zjunlp/KnowledgeEditingPapers zjunlp/KnowledgeEditingPapers Public

    [知识编辑] Must-read Papers on Knowledge Editing for Large Language Models.

    733 51

  3. microsoft/muzic microsoft/muzic Public

    Muzic: Music Understanding and Generation with Artificial Intelligence

    Python 4.4k 430

  4. zjunlp/DeepKE zjunlp/DeepKE Public

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

    Python 3.2k 664

  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 82 4