Allennlp Predictor This function randomly selects a predictor from the Allennlp library and uses a randomly generated text for prediction. Function 2024-12-16 12:16:42 19 views
Allennlp This code defines a simple sentiment analysis model using components from the Allennlp library. It first defines a tokenizer, vocabulary, text field, label field, embedder, feedforward network, and regularizer. Then it creates an instance and trains a model. Finally, it defines a function that uses the model to predict the sentiment of an input sentence. Text classification model 2024-12-16 12:16:37 17 views
Fairseq TransformerModel This function randomly selects TransformerModel and HubertTokenizer from the Fairseq library to translate input text into another language. The type of code 2024-12-16 12:15:22 19 views
Allennlp BERT This function uses the pre-trained model and predictor from the Allennlp library for entity recognition in text. It first loads a pre-trained model and predictor, then tokenizes the input text, creates an instance, and uses the predictor to predict entities in the text. The type of code 2024-12-16 12:15:02 13 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
Allennlp Predictor This function uses the Allennlp third-party library to predict the sentiment of a given text. It first loads the sentiment analysis model from a specified URL, then tokenizes the input text, creates an instance, and uses the model for prediction. Function 2024-12-16 12:13:32 8 views
Fairseq GPT2Tokenizer This function generates a random sentence using the Fairseq library. It accepts source language code, target language code, model path, and dataset name as inputs, and returns a randomly generated sentence in the target language. The type of code 2024-12-16 12:11:53 3 views
Keras Tokenizer This function uses Keras' Tokenizer and pad_sequences methods to generate a random text of a specified length. Generate random text 2024-12-16 12:11:44 3 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
Allennlp This function uses the Allennlp library to create a random model. It first creates a random vocabulary and tokenizer, then creates a random text field and an instance, and finally creates a random model without any parameters. Function 2024-12-16 12:10:35 3 views
