Sentence Clustering Task

A Sentence Clustering Task is a text-item clustering task that produces sentence clusters.

• Context:
  • It can be solved by a Sentence Clustering System (that implements a sentence clustering algorithm).
  • It can range from being a Heuristic Sentence Clustering Task to being a Data-Driven Sentence Clustering Task.
  • It can range from being a Semantic Sentence Clustering Task to being a Syntactic Sentence Clustering Task.
• Example(s):
  • a Sentence Vector Clustering Task.
  • …
• Counter-Example(s):
  • a Sentence Classification Task.
  • a Phrase Clustering Task.
  • a Document Clustering Task.
• See: Similar Sentences Task, Distributional Semantic Modeling.

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References

2002

• (Zha, 2002) ⇒ Hongyuan Zha. (2002). “Generic Summarization and Keyphrase Extraction Using Mutual Reinforcement Principle and Sentence Clustering.” In: Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval, pp. 113-120. ACM, 2002.

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