Automatic Language Identification in Texts - Tommi Jauhiainen,Marcos Zampieri,Timothy Baldwin,Krister Lindén
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This book provides readers with a brief account of the history of Language Identification (LI) research and a survey of the features and methods most used in LI literature. LI is the problem of determining the language in which a document is written and is a crucial part of many text processing pipelines. The authors use a unified notation to clarify the relationships between common LI methods. The book int ... Full description
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Description
This book provides readers with a brief account of the history of Language Identification (LI) research and a survey of the features and methods most used in LI literature. LI is the problem of determining the language in which a document is written and is a crucial part of many text processing pipelines. The authors use a unified notation to clarify the relationships between common LI methods. The book introduces LI performance evaluation methods and takes a detailed look at LI-related shared tasks. The authors identify open issues and discuss the applications of LI and related tasks and proposes future directions for research in LI.
- In addition, this book reviews the history of LI research, including the challenges that have renewed interest in researching the topic
- Compares and contrasts the features and methods commonly used for LI, as well as LI performance evaluation methods
- Highlights the applications of language identificationand identifies areas for future research in LI
More Information
| Author | Tommi Jauhiainen, Marcos Zampieri, Timothy Baldwin, Krister Lindén |
|---|---|
| Publisher | Springer International Publishing |
| Release year | 2025 |
| Cover type | Softcover |
| EAN | 9783031458248 |