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Sikta RoyKnowledge Contributor

Asked: May 3, 2024In: Education

How does synonymy impact NLP tasks like document classification and information retrieval, and what strategies can be employed to effectively address this challenge

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Sikta RoyKnowledge Contributor

Asked: May 3, 2024In: Education

Discuss the differences between Information Retrieval and Web Search.Can you identify two language modeling toolkits?

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Sikta RoyKnowledge Contributor

Asked: May 2, 2024In: Education

What advances have been made in the automatic summarization of text, and what techniques are currently leading the field?

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Sikta RoyKnowledge Contributor

Asked: May 2, 2024In: Education

Describe the use of graph neural networks (GNNs) in NLP and their advantages over traditional models.

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Sikta RoyKnowledge Contributor

Asked: May 2, 2024In: Education

How does the field of NLP handle the evolution of language and slang, especially with rapidly changing online communications?

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Sikta RoyKnowledge Contributor

Asked: May 2, 2024In: Education

Discuss the implications of the use of large language models like GPT-3 in terms of ethics and bias in generated content.

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Sikta RoyKnowledge Contributor

Asked: May 2, 2024In: Education

What are the key challenges and solutions for NLP in handling low-resource languages?

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Sikta RoyKnowledge Contributor

Asked: May 2, 2024In: Education

Explain the concept of cross-lingual NLP and the strategies used for developing systems that can function across multiple languages.

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Sikta RoyKnowledge Contributor

Asked: May 2, 2024In: Education

Discuss the role of multimodal NLP in processing data from different sources (text, audio, video), and provide examples of its application.

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Sikta RoyKnowledge Contributor

Asked: May 2, 2024In: Education

How does reinforcement learning apply to NLP tasks, and what are some of its practical applications?

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