Designing and evaluating language corpora: a practical framework for corpus representativeness
Corpora are ubiquitous in linguistic research, yet to date, there has been no consensus on how to conceptualize corpus representativeness and collect corpus samples. This pioneering book bridges this gap by introducing a conceptual and methodological framework for corpus design and representativenes...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge ; New York ; Melbourne ; New Delhi ; Singapore
Cambridge University Press
2022
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Zusammenfassung: | Corpora are ubiquitous in linguistic research, yet to date, there has been no consensus on how to conceptualize corpus representativeness and collect corpus samples. This pioneering book bridges this gap by introducing a conceptual and methodological framework for corpus design and representativeness. Written by experts in the field, it shows how corpora can be designed and built in a way that is both optimally suited to specific research agendas, and adequately representative of the types of language use in question. It considers questions such as 'what types of texts should be included in the corpus?', and 'how many texts are required?' - highlighting that the degree of representativeness rests on the dual pillars of domain considerations and distribution considerations. The authors introduce, explain, and illustrate all aspects of this corpus representativeness framework in a step-by-step fashion, using examples and activities to help readers develop practical skills in corpus design and evaluation |
| Beschreibung: | xiii, 284 Seiten Diagramme |
| ISBN: | 9781316605882 9781107151383 |
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Datensatz im Suchindex
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| adam_text |
Contents
List of Figures
List of Tables
Acknowledgments
1 Introduction
1 1 Introduction
1 2 Our Operational Definition of a “Corpus”
A Sample of Texts
1 22 A Corpus Is Large
123A Principled Sample Designed to Represent a Domain
13A Preliminary Definition of Representativeness in Corpus Linguistics
1 4 Target Audiences for DELC
1 5 Outline and Key Features of the Book
Chapter | Exercises and Discussion Points
2 Approaches to Representativeness in Previous Corpus Linguistic
Research
2 1 What Is the Statistical Meaning of REPRESENTATIVENESS?
22A Survey of Previous Conceptualizations of Representativeness
in Corpus Linguistics
Representativeness = “GENERAL ACCLAIM FOR DATA”
Representativeness = “ABSENCE OF SELECTIVE FORCES”
Representativeness = “TYPICAL OR IDEAL CASES”
Representativeness = “MINIATURE OF THE POPULATION”
Representativeness = “COVERAGE OF THE POPULATION’S
HETEROGENEITY”
Representative = “PERMITTING GOOD ESTIMATION”
Representativeness = “DESIGNED FOR A PARTICULAR PURPOSE”
A VERY LARGE CORPUS IS A DE FACTO REPRESENTATIVE CORPUS
A BALANCED CORPUS IS A REPRESENTATIVE CORPUS
A REPRESENTATIVE CORPUS IS NEVER POSSIBLE
2 3 Chapter Summary
Chapter 2 Exercises and Discussion Points
page viii
x
xii
vi
Contents
Corpus Representativeness: A Conceptual and Methodological
Framework
3 1 Overview and Definitions
3 2 Linguistic Parameter Estimation — The Ultimate Objective of Corpus
Linguistic Analysis
3 3 Linguistic Research Goals
3 4 Domain Considerations
3 5 Distribution Considerations
3 6 Corpus Representativeness Requires both Domain and Distribution
Considerations
3,7 Representativeness as a Continuous Construct
3 8 Chapter Summary
Chapter 3 Exercises and Discussion Points
Domain Considerations
4 1 Introduction
4 2 Describing the Domain
421 Methods and Resources for Domain Description
422 Defining Domain Boundaries
423 Establishing Domain-Internal Categories
4 3 Operationalizing the Domain
431 Specifying Operational Domain Boundaries and Strata
432 Evaluation: Operational Domain Domain
44 Sampling the Texts
441 Sampling Units and Sampling Designs
442 Stratification
443 Relative Sizes of the Strata
444 Randomness
445 Nonrandom Sampling Methods
446 Evaluation: Corpus ~ Operational Domain
4 5 Detailed Case Study: From Domain Analysis to Corpus Design in the AJRC
4 6 Conclusion
Chapter 4 Exercises and Discussion Points
Distribution Considerations
5 1 Introduction
5 2 Linguistic Variables
5 3 Sample Size
531 Undersampling
532 Oversampling
5,4 Analyzing Sample Size and Precision for Linguistic Rates of Occurrence
541 Determining Required Sample Size for Creating a New Corpus
542 Determining Precision for an Existing Corpus
543 Common Misconceptions about Sample Size
5 5 Achieving Precise Analyses of Linguistic Types
551 Corpora That Contain As Many Different Words As Possible
552 Creating a Rank-Ordered List of Linguistic Types
Chapter 5 Exercises and Discussion Points
6
Contents
The Influence of Domain and Distribution Considerations on
Corpus Representativeness — Bringing It All Together
6 1 Corpus Representativeness and Linguistic Parameter Estimation
6 2 Experimentally Investigating Domain and Distribution Considerations As
Predictors of Quantitative-Linguistic Accuracy
621 Methods for the Experiments
622 Results of the Experiments
Chapter 6 Exercises and Discussion Points
Corpus Design and Representativeness in Practice
WITH DANIEL KELLER
7 1 Introduction
7 2 Key Steps in Ensuring and Evaluating Corpus Representativeness
7 3 Designing and Creating Representative Corpora: Two Case Studies
731 Case Study 1: Designing and evaluating the representativeness
of a Corpus of Yelp Restaurant Reviews
732 Case Study 2: Designing and evaluating the representativeness
of a Corpus of YouTube Vlogs
7 3 3, Summary: Addressing Challenges in the Creation of New Corpora
7 4 Evaluating the Suitability of an Existing Corpus for a Particular Research
Question: Academic Research Writing
7 5 Conclusion
Chapter 7 Exercises and Discussion Points
Glossary
Appendix A List of Example Stand-alone Corpus Description
Articles
Appendix B Survey of Corpus Design and Compilation Practices
Bl
B2
B3
Corpus Survey
Synthesis and Commentary
B2 i Corpus Description
B2 2 Domain Description
B2 3 Evaluation and Documentation
Looking Ahead
References
Index
vii |
| adam_txt |
Contents
List of Figures
List of Tables
Acknowledgments
1 Introduction
1 1 Introduction
1 2 Our Operational Definition of a “Corpus”
A Sample of Texts
1 22 A Corpus Is Large
123A Principled Sample Designed to Represent a Domain
13A Preliminary Definition of Representativeness in Corpus Linguistics
1 4 Target Audiences for DELC
1 5 Outline and Key Features of the Book
Chapter | Exercises and Discussion Points
2 Approaches to Representativeness in Previous Corpus Linguistic
Research
2 1 What Is the Statistical Meaning of REPRESENTATIVENESS?
22A Survey of Previous Conceptualizations of Representativeness
in Corpus Linguistics
Representativeness = “GENERAL ACCLAIM FOR DATA”
Representativeness = “ABSENCE OF SELECTIVE FORCES”
Representativeness = “TYPICAL OR IDEAL CASES”
Representativeness = “MINIATURE OF THE POPULATION”
Representativeness = “COVERAGE OF THE POPULATION’S
HETEROGENEITY”
Representative = “PERMITTING GOOD ESTIMATION”
Representativeness = “DESIGNED FOR A PARTICULAR PURPOSE”
A VERY LARGE CORPUS IS A DE FACTO REPRESENTATIVE CORPUS
A BALANCED CORPUS IS A REPRESENTATIVE CORPUS
A REPRESENTATIVE CORPUS IS NEVER POSSIBLE
2 3 Chapter Summary
Chapter 2 Exercises and Discussion Points
page viii
x
xii
vi
Contents
Corpus Representativeness: A Conceptual and Methodological
Framework
3 1 Overview and Definitions
3 2 Linguistic Parameter Estimation — The Ultimate Objective of Corpus
Linguistic Analysis
3 3 Linguistic Research Goals
3 4 Domain Considerations
3 5 Distribution Considerations
3 6 Corpus Representativeness Requires both Domain and Distribution
Considerations
3,7 Representativeness as a Continuous Construct
3 8 Chapter Summary
Chapter 3 Exercises and Discussion Points
Domain Considerations
4 1 Introduction
4 2 Describing the Domain
421 Methods and Resources for Domain Description
422 Defining Domain Boundaries
423 Establishing Domain-Internal Categories
4 3 Operationalizing the Domain
431 Specifying Operational Domain Boundaries and Strata
432 Evaluation: Operational Domain Domain
44 Sampling the Texts
441 Sampling Units and Sampling Designs
442 Stratification
443 Relative Sizes of the Strata
444 Randomness
445 Nonrandom Sampling Methods
446 Evaluation: Corpus ~ Operational Domain
4 5 Detailed Case Study: From Domain Analysis to Corpus Design in the AJRC
4 6 Conclusion
Chapter 4 Exercises and Discussion Points
Distribution Considerations
5 1 Introduction
5 2 Linguistic Variables
5 3 Sample Size
531 Undersampling
532 Oversampling
5,4 Analyzing Sample Size and Precision for Linguistic Rates of Occurrence
541 Determining Required Sample Size for Creating a New Corpus
542 Determining Precision for an Existing Corpus
543 Common Misconceptions about Sample Size
5 5 Achieving Precise Analyses of Linguistic Types
551 Corpora That Contain As Many Different Words As Possible
552 Creating a Rank-Ordered List of Linguistic Types
Chapter 5 Exercises and Discussion Points
6
Contents
The Influence of Domain and Distribution Considerations on
Corpus Representativeness — Bringing It All Together
6 1 Corpus Representativeness and Linguistic Parameter Estimation
6 2 Experimentally Investigating Domain and Distribution Considerations As
Predictors of Quantitative-Linguistic Accuracy
621 Methods for the Experiments
622 Results of the Experiments
Chapter 6 Exercises and Discussion Points
Corpus Design and Representativeness in Practice
WITH DANIEL KELLER
7 1 Introduction
7 2 Key Steps in Ensuring and Evaluating Corpus Representativeness
7 3 Designing and Creating Representative Corpora: Two Case Studies
731 Case Study 1: Designing and evaluating the representativeness
of a Corpus of Yelp Restaurant Reviews
732 Case Study 2: Designing and evaluating the representativeness
of a Corpus of YouTube Vlogs
7 3 3, Summary: Addressing Challenges in the Creation of New Corpora
7 4 Evaluating the Suitability of an Existing Corpus for a Particular Research
Question: Academic Research Writing
7 5 Conclusion
Chapter 7 Exercises and Discussion Points
Glossary
Appendix A List of Example Stand-alone Corpus Description
Articles
Appendix B Survey of Corpus Design and Compilation Practices
Bl
B2
B3
Corpus Survey
Synthesis and Commentary
B2 i Corpus Description
B2 2 Domain Description
B2 3 Evaluation and Documentation
Looking Ahead
References
Index
vii |
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| spelling | Egbert, Jesse 1985- Verfasser (DE-588)1107801001 aut Designing and evaluating language corpora a practical framework for corpus representativeness Jesse Egbert, Douglas Biber, Bethany Gray Cambridge ; New York ; Melbourne ; New Delhi ; Singapore Cambridge University Press 2022 xiii, 284 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Corpora are ubiquitous in linguistic research, yet to date, there has been no consensus on how to conceptualize corpus representativeness and collect corpus samples. This pioneering book bridges this gap by introducing a conceptual and methodological framework for corpus design and representativeness. Written by experts in the field, it shows how corpora can be designed and built in a way that is both optimally suited to specific research agendas, and adequately representative of the types of language use in question. It considers questions such as 'what types of texts should be included in the corpus?', and 'how many texts are required?' - highlighting that the degree of representativeness rests on the dual pillars of domain considerations and distribution considerations. The authors introduce, explain, and illustrate all aspects of this corpus representativeness framework in a step-by-step fashion, using examples and activities to help readers develop practical skills in corpus design and evaluation Korpus Linguistik (DE-588)4165338-5 gnd rswk-swf Corpora (Linguistics) / Design Korpus Linguistik (DE-588)4165338-5 s DE-604 Biber, Douglas 1952- Verfasser (DE-588)137511272 aut Gray, Bethany ca. 20./21. Jh. Verfasser (DE-588)1083812181 aut HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033268707&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Egbert, Jesse 1985- Biber, Douglas 1952- Gray, Bethany ca. 20./21. Jh Designing and evaluating language corpora a practical framework for corpus representativeness Korpus Linguistik (DE-588)4165338-5 gnd |
| subject_GND | (DE-588)4165338-5 |
| title | Designing and evaluating language corpora a practical framework for corpus representativeness |
| title_auth | Designing and evaluating language corpora a practical framework for corpus representativeness |
| title_exact_search | Designing and evaluating language corpora a practical framework for corpus representativeness |
| title_exact_search_txtP | Designing and evaluating language corpora a practical framework for corpus representativeness |
| title_full | Designing and evaluating language corpora a practical framework for corpus representativeness Jesse Egbert, Douglas Biber, Bethany Gray |
| title_fullStr | Designing and evaluating language corpora a practical framework for corpus representativeness Jesse Egbert, Douglas Biber, Bethany Gray |
| title_full_unstemmed | Designing and evaluating language corpora a practical framework for corpus representativeness Jesse Egbert, Douglas Biber, Bethany Gray |
| title_short | Designing and evaluating language corpora |
| title_sort | designing and evaluating language corpora a practical framework for corpus representativeness |
| title_sub | a practical framework for corpus representativeness |
| topic | Korpus Linguistik (DE-588)4165338-5 gnd |
| topic_facet | Korpus Linguistik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033268707&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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