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beyondguo/README.md

Hi there 👋

This is Biyang Guo!

Homepage: Beyond@SimpleAI

I'm a PhD student at SUFE. My research interests lie in NLP (Natural Language Processing) and DCAI (Data-Centric AI).

Here are some research projects I'm in charge of:

Project Paper Description Code
LLM-Tuning -- Tuning LLMs without tears.
ChatGPT-Comparison-Detection LLM@IJCAI-23 The first Human-ChatGPT comparison corpus and detection tools.
GENIUS: Generating text using sketches! Arxiv 2023 A novel pre-training model for sketch-based text generation and data augmentation
Selective Text Augmentation Arxiv 2022 A simple but effective data augmentation method based on Word Roles
Label Confusion Learning AAAI 2021 Label confusion learning for more robust model training

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  1. Hello-SimpleAI/chatgpt-comparison-detection Hello-SimpleAI/chatgpt-comparison-detection Public

    Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥

    Python 1.2k 117

  2. LLM-Tuning LLM-Tuning Public

    Tuning LLMs with no tears💦; Sample Design Engineering (SDE) for more efficient downstream-tuning.

    HTML 942 98

  3. genius genius Public

    💡GENIUS – generating text using sketches! A strong text generation & data augmentation tool.

    Python 175 17

  4. label_confusion_learning label_confusion_learning Public

    Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"

    Python 111 23

  5. TrainingDynamics TrainingDynamics Public

    Compute training dynamics, plot data cartography, analysing data quality...

    Jupyter Notebook 38 7

  6. STA STA Public

    Selective Text Augmentation with Word Roles

    Python 9 1