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A Next-Word Prediction project uses Transformers and GPT-2 for text generation. GPTTokenizer preprocesses input, and the model is fine-tuned. Evaluation measures accuracy, perplexity, and fluency.
NLTK corpus readers. The modules in this package provide functions that can be used to read corpus files in a variety of formats. These functions can be used to read both the corpus files that are distributed in the NLTK corpus package, and corpus files that are part of external corpora
This repository focuses on sentiment analysis of Twitter data using Python, Natural Language Processing (NLP), and the Natural Language Toolkit (NLTK). The goal is to extract valuable insights from social media discussions, such as word frequency, hashtag trends, and sentiment patterns.
‘And I’m not sure what I can do about it,’ she thought, ‘I’m afraid I’ve made a mistake, as I can’t get back to it. It’s like I’m going to go on and on, but I can’t. I don’t know what I am.’