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  • 👋 Hi, I'm Xin Xu, a 3rd-year CS MS., advised by Prof. Ningyu Zhang 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 trustworthy NLP, reasoning, knowledge acquisition and unlearning, 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, advised by Prof. Julian McAuley.
  • 📫 How to reach me: [email protected].

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

Agent

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

Creative Generation

xxupiano's Projects

class-balanced-loss-pytorch icon class-balanced-loss-pytorch

PyTorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples" reproduced by Irene.

deepke icon deepke

An Open Toolkit for Knowledge Base Population（DeepKE是一个支持低资源、长篇章的开源知识抽取工具，具备命名实体识别、关系抽取和属性抽取等功能）

llm-agent-paper-list icon llm-agent-paper-list

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

mend icon mend

MEND: Fast Model Editing at Scale

nlp-loss-pytorch icon nlp-loss-pytorch

Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al

xxupiano.github.io icon xxupiano.github.io

Github Pages template for academic personal websites, forked from academicpages/academicpages.github.io

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