Bridging the Gap Between Models and Reality: Coreference Effects in Natural Language

Author:   Herlie
Publisher:   Tredition Gmbh
ISBN:  

9783384277985


Pages:   124
Publication Date:   03 July 2024
Format:   Paperback
Availability:   In Print   Availability explained
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Bridging the Gap Between Models and Reality: Coreference Effects in Natural Language


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Overview

"Natural language processing (NLP) strives to bridge the gap between the complex world of human language and the structured world of machines. Coreference, the phenomenon where words or phrases refer back to previously mentioned entities, plays a crucial role in this endeavor. Understanding and resolving coreference is essential for tasks like machine translation, question answering, and sentiment analysis, as it allows machines to grasp the relationships between elements in a sentence and build a coherent understanding of the text. The Challenge of Coreference Human brains excel at coreference resolution. We effortlessly infer who ""he,"" ""she,"" or ""it"" refers to based on context and world knowledge. However, for machines, coreference presents a significant challenge. Consider the sentence: ""The scientist discovered a new element. She named it after her hometown."

Full Product Details

Author:   Herlie
Publisher:   Tredition Gmbh
Imprint:   Tredition Gmbh
Dimensions:   Width: 15.20cm , Height: 0.70cm , Length: 22.90cm
Weight:   0.191kg
ISBN:  

9783384277985


ISBN 10:   3384277988
Pages:   124
Publication Date:   03 July 2024
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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