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Neural Paraphrase Identification of Questions
with Noisy Pretraining
Gaurav Singh Omar Thy ago Tuque Oscar Backstroke
Jakob Uszkoreit Iranian Was
Google Inc.
Omar, tuque, Oscar, uszkoreit, dipanjand×google.abstract
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What is neural paraphrase identification of?
Neural paraphrase identification is the task of determining whether two sentences have the same meaning.
Who is required to file neural paraphrase identification of?
Researchers and developers in the field of natural language processing are typically required to work on neural paraphrase identification tasks.
How to fill out neural paraphrase identification of?
Neural paraphrase identification can be filled out by training machine learning models on large datasets of sentence pairs and evaluating the model's performance on a test set.
What is the purpose of neural paraphrase identification of?
The purpose of neural paraphrase identification is to help improve tasks such as machine translation, question-answering systems, and information retrieval by accurately identifying when two sentences convey the same meaning.
What information must be reported on neural paraphrase identification of?
In neural paraphrase identification, the information reported typically includes the input sentences, the predicted output labels (i.e., paraphrase or not), and the evaluation metrics used to assess the model's performance.
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