return text.lower() # 去除停用词 def remove_stopwords(text): stop_words = set(stopwords.words('english')) return ' '.join([word for word in text.split() if word not in stop_words]) # 词干提取 def stem_words(text): stemmer = PorterStemmer() return ' '.join([stemmer.stem(word) ...
CBERT for code: Neural Code Comprehension: A Learnable Representation of Code Semantics. 2019年的Nips。但是对于这种思路,我仍然认为并不是今后的发展方向。代码需要被转换成LR(即需要被编译才能获得的代码表示结构)的方法严重制约 code representation的实用性。我们经常随处见到的代码片段如果需要编译才能对其进行...
nlpmachine-learningnatural-language-processingdeep-learningtext-classificationtextbest-practicesnatural-languagenlupretrained-modelsnatural-language-inferencenatural-language-understandingsotatransfomernliazure-mlmlflow Resources Readme License MIT license Code of conduct ...
String {"result":{"edits":[{"confidence":0.9,"pos":8,"src":"messege","tgt":"message","type":"SpellingError"},{"confidence":0.9,"pos":22,"src":" ,","tgt":", ","type":"FormatError"},{"confidence":0.9,"pos":31,"src":"babbbbbb","tgt":"babbbbbb","type":"UnknownWord"}...
GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems. Python2400UpdatedJul 8, 2024 GIMLETPublicForked fromzhao-ht/GIMLET The code for GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning ...
['Hello, NLP world!','!','In this example, we are going to do the basics of Text processing which will be used later.'] 1. 删除不需要的字符、标点符号、符号等。 importstringdefremove_punctuation(input_string):# 定义一系列标点符号和符号punctuations=string.punctuation# 从输入字符串中删除标点...
信息提取的时候,indexed text和query terms需要有相同的格式。比如U.S.A --> USA 上述处理可以通过删除词内.号实现。 非对称推广(asymmetric expansion):比如: 但是实际操作中为了降低时间复杂性等考虑一般还是会采用对称推广。 大小写折叠(Case Folding):将所有大写字符转换成小写字符 ...
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
freeing up human agents for more complex issues. Indocument processing, NLP tools can automatically classify, extract key information and summarize content, reducing the time and errors associated with manual data handling. NLP facilitates language translation, converting text from one language to another...
Empirical Study of Transformers for Source Code. 用transformer实现的code summarization. How to fine-tune BERT . 这是一篇非常实用的调参技巧论文。 论文通过BERT在 text classification任务中,对比了各种使用BERT时候处理长文本的trick的效果对比。 这是一篇啥也不是的高被引论文,citation有近300之多。所以盲目追...