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Results tagged with nlp
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user 49456
Natural language processing (NLP) is a field of computer science, artificial intelligence, and linguistics concerned with the interactions between computers and human (natural) languages. As such, NLP is related to the area of human–computer interaction. Many challenges in NLP involve natural language understanding, that is, enabling computers to derive meaning from human or natural language input, and others involve natural language generation.
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Gender identification task on instance or user level?
I'm working on a task which is gender identification. Given a user account (e.g. Twitter account) with its documents (e.g. 100 tweets), the user should be classified as a male or a female.
The datase …
- 262
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364
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Which type of models generalize better, generative or discriminative models?
In NLP, which type of models (generative or discriminative) is more sensitive to the amount of data to generalize better? references? …
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Open source NLP annotation tool/library supports active learning
I am looking for an NLP annotation tool/library that supports active learning. I am looking for something that works in this scenario:
Annotating N samples.
Training a model on the annotated data. …
- 262