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

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

Allennlp (text

This function uses the Allennlp library to generate a random text instance and embed it into an embedder. First, it generates a random string, then tokenizes it and creates Token objects. Next, it creates a TextField from these token objects and converts it to an instance. Finally, it embeds the text field into a vector representation using a text field embedder.

Function 2024-12-16 12:07:46 27 views

Allennlp Predictor

This function uses the Allennlp library to create an instance with a text and label, then generates an embedding representation of the text using a predictor.

Function 2024-12-16 11:57:54 3 views

Allennlp TextField

The function uses the Allennlp library to generate a specified number of random sentences. It first defines a basic text field and text field embedder, then creates a model, dataset reader, iterator, and trainer. Finally, it generates random sentences by simulating the training process.

The type of code 2024-12-16 11:48:02 19 views

Allennlp Tokenizer

This code defines a function that generates a random sentence, tokenizes it using Allennlp tools, adds a vocabulary, gets the text field embedding, and the text field mask.

The type of code 2024-12-16 11:47:48 4 views

Allennlp DatasetReader

The function extracts entity types from a specified dataset. It supports reading data from JSON or CSV files and returns a list of entity types.

Function 2024-12-16 11:45:53 3 views

Allennlp TextClassifierPredictor

This function uses the TextClassifierPredictor from the Allennlp library to predict the sentiment of a given text. It first loads a pre-trained model and predictor, then converts the text into the required format for the model, and finally uses the predictor to make a prediction.

Function 2024-12-16 11:45:32 4 views

Allennlp Predictor

This function uses a pre-trained model from AllenNLP to analyze the sentiment of a given text and returns the predicted sentiment label.

Function 2024-12-16 11:44:21 3 views

Allennlp Predictor

This function uses the Allennlp library's Predictor and Model to predict a random word from the input text. It first loads a pre-trained model, then splits the input text into words to create an instance, and finally uses the model to make a prediction.

Function 2024-12-16 11:42:46 3 views