Shypd.aiThe largest open index of AI toolsDeep-text-corrector is an open-source tool that uses deep learning models to correct grammatical errors in short, message-like text. It trains sequence-to-sequence models to automatically fix input errors.
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Deep-text-corrector is an open-source project that leverages TensorFlow to train sequence-to-sequence models for automatically correcting grammatical errors in conversational written English, such as SMS messages. The tool generates training data by introducing small grammatical errors, like removing articles or replacing homophones, into mostly correct English text samples. It then trains models to map these errant inputs back to their original, correct forms. This approach allows for the creation of systems capable of detecting and correcting common mistakes often found in "learner English." The project also includes custom decoding logic to improve correction accuracy by biasing predictions towards known correct tokens.
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