Flair TextClassifier This function uses the Flair library to perform text classification on the input document and generates a summary by extracting the most important sentences based on the classification results. Text Classification and Summary 2024-12-16 12:17:59 28 views
Flair TextClassifier This function uses a pre-trained text classifier from the Flair library to perform sentiment analysis on the given text and returns the predicted sentiment category. Text classification 2024-12-16 12:17:23 26 views
Flair TextClassifier The function generates a specified number of random words, which are selected to be positive sentiment. It uses the TextClassifier from the Flair library to classify the generated words. Function 2024-12-16 12:16:57 25 views
Flair TextClassifier This function uses a pre-trained model from the Flair library to perform named entity recognition (NER) on the provided text and extracts nouns from it. Text processing 2024-12-16 12:15:56 25 views
Flair TextClassifier This function uses a pre-trained sentiment classifier from the Flair library to classify the sentiment of the input text and returns the sentiment label (e.g., positive, negative). Text classification 2024-12-16 12:15:40 23 views
Allennlp TextClassifier This function uses the TextClassifier Predictor from the Allennlp library to predict the sentiment of the given text. First, it loads the pre-trained model and vocabulary, then converts the input text into a format acceptable by the model, and finally uses the predictor to get the sentiment label of the text. Text classification 2024-12-16 12:15:11 21 views
Flair TextClassifier This function uses Flair's TextClassifier to classify the sentiment of randomly generated words. Text Classification 2024-12-16 12:14:47 23 views
Flair Sentence This function uses the Flair library to perform sentiment classification on the input text and to identify entities within the text. It first creates a sentence object containing the input text, then loads a pre-trained text classifier and predicts the sentiment of the sentence. It then extracts and prints out the entities within the sentence along with their relevant information. Text Classification and Entity Recognition 2024-12-16 12:14:44 7 views
Allennlp TextClassifierPredictor This code defines a function to predict the sentiment of a given text. It uses the Allennlp library's TextClassifierPredictor to load a pre-trained model and tokenizer, then tokenize the input text and perform sentiment prediction. The type of code 2024-12-16 12:11:05 4 views
Flair TextClassifier This function uses a pre-trained sentiment analysis model from the Flair library to analyze the sentiment of a given text and returns the sentiment label (positive, negative, or neutral) of the text. Function 2024-12-16 12:10:55 5 views
