在批改作文时,可以利用以下 AI 技术和方案:
在评价作文的过程中,需要考虑多个因素,包括:错别字、词、标点识别;好词好句识别、内容评价、逻辑结构评价、语言表达评价、段落评价等。我们可以利用大模型高效、准确、丰富知识的优秀特点,对学生作文进行综合打分。[heading3]场景一:抓取错词错句[content]在作文批改过程中,识别错词错句及优化病句的建议,依赖于模型深厚的语言处理能力和对长文本的细致分析能力。该模型能够精确地定位每一个错误,并在理解上下文的基础上,提出符合学生年级和作文主题的修改建议。1.深层次语义理解:大型语言模型具备深入理解句子内涵的能力,即便处于复杂语境,也能有效辨识出不恰当的词汇和错误的句子构造。2.大规模数据识别:这些模型在训练过程中接触了巨量的文本资源,这让它们能够辨别出哪些词汇或句子搭配在正式书面语中较为罕见,进而准确标出错词错句。3.上下文相关性评估:模型有能力基于上下文来判定词语和句子的恰当性,即便是语法正确但语境不适宜的用词也能被有效识别。4.语法规则习得:在训练过程中,模型吸收了众多的语法规则知识,这使其能够检测句子是否遵守了语法标准。
在运用修辞技巧方面,学生作文中的隐喻、双关等深层次含义,对解读能力提出了更为严峻的挑战。GLM-4-Plus模型具备洞悉这些弦外之音的能力,能够挖掘作文背后的深层思想。1.文学素养模拟:经过训练,大型模型能够模仿一定水平的文学品质,辨别出那些具有表现力、形象生动或富含智慧的词汇和句子。2.风格与修辞的辨识:该模型有能力辨别不同的写作风格和修辞技巧,进而挑选出那些能够提升文章感染力的佳词妙句。3.情感与语气的解析:模型能够对句子的情感倾向和语气进行解析,识别出那些能有效表达作者意图和情感的优质语句。[heading3]场景三:作文综合评价评分[content]作文的内容往往涉及特定的文化背景和历史知识,这对于评价者来说是一个挑战。GLM-4-Plus模型凭借其丰富的知识库,能够精准把握这些文化细节,确保评价的准确性。逻辑结构和论证分析是评价作文不可或缺的部分。GLM-4-Plus模型能够识别并评估论点的合理性,确保作文的逻辑性和论证的有效性得到恰当的评价。1.综合评价能力:大型模型可以综合考虑文章的内容、结构、语言等多个维度,给出全面而细致的评价。2.标准化的评分系统:模型可以根据预定的评分标准,如内容完整性、逻辑性、语言准确性等,对作文进行客观评分。3.个性化反馈:模型能够根据学生的写作特点和水平提供个性化的评价和建议,帮助学生有针对性地提高。4.一致性保证:与人工评分相比,模型评分可以保证评价标准的一致性,减少主观差异带来的评分不公。
So,let’s consider AI and writing.I’ve written an article about how AI might transform the essay and another article about AI and the future of writing.In it,I described how we might integrate AI into each part of the writing process.We will need to pick and choose how we use AI within each writing piece we create.We might start from a place where we are human-driven first and use AI to modify what we are doing.I write out my blog posts from scratch but I will use some auto-fill and some Grammarly feedback to improve it.I might even go to AI to help define a concept.But it is human-driven and AI informed.Our voice with a megaphone and then an arrow pointing to AI to modify it(with a brain that has AI-like nodes)Sometimes,though,I might want to start with an AI piece of writing that I then modify to make my own.Here’s an example of a time I began with AI and changed it to fit my voice.I began with a writing prompt of my own:From there,I had the AI create a response.Here’s what it came up with.Note that this isn’t bad but it is cliche.Parts of it feel derivative.But it also doesn’t fit my voice or personality.It’s too violent and even cynical.So,I modified it to make it my own.My parts are in bold.Take over the world.But maybe start out small.Perhaps an exoplanet?Or just take over Fresno.Yeah,start out small with Fresno and then go big.Steal the moon.I mean,not our moon,of course.I need the moon if I’m going to keep surfing.I’m thinking maybe Titan or Io?Perhaps Callisto?Nobody ever pays attention to Callisto.Create a shrink ray but one that only makes clothes shrink so that everyone in Fresno thinks they gained ten pounds overnight.