# org_train = pd.read_csv('/kaggle/input/llm-detect-ai-generated-text/train_essays.csv')train=pd.read_csv(f"{datapath}/train.csv",sep=',')test=test.iloc[:4500]
赛题名称:LLM - Detect AI Generated Text 赛题链接:https://www.kaggle.com/competitions/llm-detect-ai-generated-text赛题背景随着LLM的普及,许多人担心它们会取代或改变通常由人类完成的工作。教育工作者特…
赛题名称:LLM - Detect AI Generated Text 赛题链接:https://www.kaggle.com/competitions/llm-detect-ai-generated-text 赛题背景 随着LLM的普及,许多人担心它们会取代或改变通常由人类完成的工作。教育工作者特别关注它们对学生技能发展的影响,尽管许多人仍然乐观地认为LLM最终将成为帮助学生提高写作技巧的有用工具。
This Repo is forKaggle - LLM - Detect AI Generated Text Python Environment 1. Install Packages pip install-r requirements.txt Prepare Data 1. Set Kaggle Api exportKAGGLE_USERNAME="your_kaggle_username"exportKAGGLE_KEY="your_api_key" 2. Download Large Dataset (If you want to train a language...
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Detect whether the text is AI-generated by training a new tokenizer and combining it with tree classification models or by training language models on a large dataset of human & AI-generated texts. - wordpiece tokenizer · Lizhecheng02/Kaggle-LLM-Detect_
作为一名研一学生,本着积累经验的原则,我参加了这次内容为《LLM - Detect AI Generated Text》的 Kaggle 竞赛。比赛结束后,我学习了排名前几位的选手给出的方案,并在此写下自己对一篇高分竞赛方案的学习报告,我挑选了一份人气最高的高分方案(源码和作者在本文最上方),梳理了其完成整个比赛的步骤,并且学习和总结...
Finally, as this is a very common problem, there seem to be various approaches being built to address this challenge a bit better. For example, specificLLM’s to help detect halluciationsseem to be a promising area. I did not have time to try them, but certainly relevant in bigger proje...
Kaggle LLM - Detect AI Generated Text比赛地址 比赛任务:开发一个机器学习模型,能够判断一篇论文是学生写的,还是LLM生成的。 比赛数据:数据集包含10000篇论文,部分又学生撰写,部分由多种大语言模型(LLM)生成。 代码地址:github 比赛过程: (1)数据清洗:通过拼写纠正 消除来自学生文本的可能拼写错误,并移除重复条目...
赛题名称:LLM - Detect AI Generated Text 赛题链接:https://www.kaggle.com/competitions/llm-detect-ai-generated-text 赛题背景 随着LLM的普及,许多人担心它们会取代或改变通常由人类完成的工作。教育工作者特别关注它们对学生技能发展的影响,尽管许多人仍然乐观地认为LLM最终将成为帮助学生提高写作技巧的有用工具...