In NLP, what is the challenge of resolving "coreference"?

  • Aligning words with their part-of-speech tags.
  • Correcting grammatical errors.
  • Identifying which words a pronoun refers to.
  • Separating words into distinct sentences.
Resolving "coreference" in NLP involves identifying which words or phrases pronouns refer to in a text. This challenge is critical for understanding the relationships between different parts of a text and is crucial for tasks like machine translation and text summarization.
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