Research
Research conducted in the Lear Lab investigates learning from a variety of perspectives in order to better understand how students acquire knowledge, competencies, and new perspectives. Members of the lab work within the contexts of second language acquisition, data science, learning analytics, natural language processing, psycholinguistics and more.
All
2024
![A large-scale corpus for assessing written argumentation: PERSUADE 2.0](https://ars.els-cdn.com/content/image/1-s2.0-S1075293524X00021-cov200h.gif)
A large-scale corpus for assessing written argumentation: PERSUADE 2.0
Assessing Writing
·
01 Jul 2024
·
doi:10.1016/j.asw.2024.100865
Measuring Phonological Complexity Using the Perfect Rhymes Dictionary (PeRDict)
Reading Psychology
·
03 Jun 2024
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doi:10.1080/02702711.2024.2359925
Formative Feedback on Student-Authored Summaries in Intelligent Textbooks Using Large Language Models
International Journal of Artificial Intelligence in Education
·
28 Mar 2024
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doi:10.1007/s40593-024-00395-0
iScore: Visual Analytics for Interpreting How Language Models Automatically Score Summaries
Proceedings of the 29th International Conference on Intelligent User Interfaces
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18 Mar 2024
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doi:10.1145/3640543.3645142
2023
![The English Language Learner Insight, Proficiency and Skills Evaluation (ELLIPSE) Corpus](https://www.jbe-platform.com/images/covers/22151486.png)
The English Language Learner Insight, Proficiency and Skills Evaluation (ELLIPSE) Corpus
International Journal of Learner Corpus Research
·
31 Dec 2023
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doi:10.1075/ijlcr.22026.cro
The Tool for Automatic Measurement of Morphological Information (TAMMI)
Behavior Research Methods
·
29 Dec 2023
·
doi:10.3758/s13428-023-02324-w
Multilingual Age of Exposure 2.0
International Journal of Artificial Intelligence in Education
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20 Dec 2023
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doi:10.1007/s40593-023-00386-7
The Monarch Initiative in 2024: an analytic platform integrating phenotypes, genes and diseases across species
Nucleic Acids Research
·
24 Nov 2023
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doi:10.1093/nar/gkad1082
![PIILO: an open-source system for personally identifiable information labeling and obfuscation](/images/publications/piilo-flowchart.png)
PIILO: an open-source system for personally identifiable information labeling and obfuscation
Information and Learning Sciences
·
18 Oct 2023
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doi:10.1108/ILS-04-2023-0032
Integration of 168,000 samples reveals global patterns of the human gut microbiome
Cold Spring Harbor Laboratory
·
11 Oct 2023
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doi:10.1101/2023.10.11.560955
Making sense of L2 written argumentation with keystroke logging
Journal of Writing Research
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27 Aug 2023
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doi:10.17239/jowr-2024.15.03.01
MyGeneset.info: an interactive and programmatic platform for community-curated and user-created collections of genes
Nucleic Acids Research
·
18 Apr 2023
·
doi:10.1093/nar/gkad289
![Using Transformer Language Models to Validate Peer-Assigned Essay Scores in Massive Open Online Courses (MOOCs)](https://dl.acm.org/cms/asset/7272b869-4e22-40d7-ae53-3d04c4e4e56f/3576050.cover.jpg)
Using Transformer Language Models to Validate Peer-Assigned Essay Scores in Massive Open Online Courses (MOOCs)
LAK23: 13th International Learning Analytics and Knowledge Conference
·
13 Mar 2023
·
doi:10.1145/3576050.3576098
![Lexical and phraseological differences between second language written and spoken opinion responses](/images/publications/frontiers-in-psychology.png)
Lexical and phraseological differences between second language written and spoken opinion responses
Frontiers in Psychology
·
01 Mar 2023
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doi:10.3389/fpsyg.2023.1068685
![L2 and L1 semantic context indices as automated measures of lexical sophistication](https://journals.sagepub.com/na101/home/literatum/publisher/sage/journals/content/ltja/2022/ltja_39_4/ltja_39_4/20220924-01/ltja_39_4.largecover.png)
L2 and L1 semantic context indices as automated measures of lexical sophistication
Language Testing
·
02 Feb 2023
·
doi:10.1177/02655322221147924
Hetnet connectivity search provides rapid insights into how two biomedical entities are related
Cold Spring Harbor Laboratory
·
07 Jan 2023
·
doi:10.1101/2023.01.05.522941
![Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series](/images/publications/analyzing-bias-in-llm-solutions.png)
Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series
Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023)
·
01 Jan 2023
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doi:10.18653/v1/2023.bea-1.21
Using Large Language Models to Develop Readability Formulas for Educational Settings
Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky
·
01 Jan 2023
·
doi:10.1007/978-3-031-36336-8_66
Deidentifying Student Writing with Rules and Transformers
Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky
·
01 Jan 2023
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doi:10.1007/978-3-031-36336-8_109
Using Large Language Models to Provide Formative Feedback in Intelligent Textbooks
Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky
·
01 Jan 2023
·
doi:10.1007/978-3-031-36336-8_75
2022
Hetnet connectivity search provides rapid insights into how biomedical entities are related
GigaScience
·
28 Dec 2022
·
doi:10.1093/gigascience/giad047
Stylistic alignment in natural conversation involving second language speakers
Applied Linguistics Review
·
21 Dec 2022
·
doi:10.1515/applirev-2020-0048
![The persuasive essays for rating, selecting, and understanding argumentative and discourse elements (PERSUADE) corpus 1.0](https://ars.els-cdn.com/content/image/1-s2.0-S1075293522X00044-cov200h.gif)
The persuasive essays for rating, selecting, and understanding argumentative and discourse elements (PERSUADE) corpus 1.0
Assessing Writing
·
01 Oct 2022
·
doi:10.1016/j.asw.2022.100667
![Assessing Readability Formulas in the Wild](https://media.springernature.com/w184/springer-static/cover/book/978-981-19-5240-1.jpg?as=webp)
Assessing Readability Formulas in the Wild
Polyphonic Construction of Smart Learning Ecosystems
·
28 Sep 2022
·
doi:10.1007/978-981-19-5240-1_6
![Automated Paragraph Detection Using Cohesion Network Analysis](https://media.springernature.com/w184/springer-static/cover/book/978-981-19-5240-1.jpg?as=webp)
Automated Paragraph Detection Using Cohesion Network Analysis
Polyphonic Construction of Smart Learning Ecosystems
·
28 Sep 2022
·
doi:10.1007/978-981-19-5240-1_5
![De-Identification of Student Writing in Technologically Mediated Educational Settings](https://media.springernature.com/w184/springer-static/cover/book/978-981-19-5240-1.jpg?as=webp)
De-Identification of Student Writing in Technologically Mediated Educational Settings
Polyphonic Construction of Smart Learning Ecosystems
·
28 Sep 2022
·
doi:10.1007/978-981-19-5240-1_12
![Assessing receptive vocabulary using state‑of‑the‑art natural language processing techniques](https://www.jbe-platform.com/images/covers/25423843.png)
Assessing receptive vocabulary using state‑of‑the‑art natural language processing techniques
Journal of Second Language Studies
·
20 Sep 2022
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doi:10.1075/jsls.22006.cro
Advances in Readability Research: A New Readability Web App for English
2022 International Conference on Advanced Learning Technologies (ICALT)
·
01 Jul 2022
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doi:10.1109/ICALT55010.2022.00007
![Argumentation features and essay quality: Exploring relationships and incidence counts](https://oaji.net/images/journals/small/2016/file1453363070.jpg)
Argumentation features and essay quality: Exploring relationships and incidence counts
Journal of Writing Research
·
01 Jun 2022
·
doi:10.17239/jowr-2022.14.01.01
Toward more effective and equitable learning: Identifying barriers and solutions for the future of online education.
Technology, Mind, and Behavior
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31 Mar 2022
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doi:10.1037/tmb0000063
![Do Struggling Adult Readers Monitor Their Reading? Understanding the Role of Online and Offline Comprehension Monitoring Processes During Reading](https://journals.sagepub.com/na101/home/literatum/publisher/sage/journals/content/ldxa/2023/ldxa_56_1/ldxa_56_1/20221209/ldxa_56_1.largecover.png)
Do Struggling Adult Readers Monitor Their Reading? Understanding the Role of Online and Offline Comprehension Monitoring Processes During Reading
Journal of Learning Disabilities
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23 Mar 2022
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doi:10.1177/00222194221081473
A large-scaled corpus for assessing text readability
Behavior Research Methods
·
16 Mar 2022
·
doi:10.3758/s13428-022-01802-x
MolEvolvR: A web-app for characterizing proteins using molecular evolution and phylogeny
Cold Spring Harbor Laboratory
·
22 Feb 2022
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doi:10.1101/2022.02.18.461833
![Age of Exposure 2.0: Estimating word complexity using iterative models of word embeddings](https://media.springernature.com/w184/springer-static/cover/journal/13428.jpg)
Age of Exposure 2.0: Estimating word complexity using iterative models of word embeddings
Behavior Research Methods
·
15 Feb 2022
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doi:10.3758/s13428-022-01797-5
![Roles of working memory, syllogistic inferencing ability, and linguistic knowledge on second language listening comprehension for passages of different lengths](https://journals.sagepub.com/na101/home/literatum/publisher/sage/journals/content/ltja/2022/ltja_39_4/ltja_39_4/20220924-01/ltja_39_4.largecover.png)
Roles of working memory, syllogistic inferencing ability, and linguistic knowledge on second language listening comprehension for passages of different lengths
Language Testing
·
29 Jan 2022
·
doi:10.1177/02655322211060076
![“A fork is a food stabber”: Linguistic creativity in English L1 and L2 speakers](https://cognitivesciencesociety.org/wp-content/uploads/2018/12/CogSciLogoForWeb-green.png)
“A fork is a food stabber”: Linguistic creativity in English L1 and L2 speakers
Proceedings of the Annual Meeting of the Cognitive Science Society
·
01 Jan 2022
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url:https://escholarship.org/uc/item/5fd5r301
![Automated Classification of Argumentative Components in Students’ Essays](https://media.springernature.com/w184/springer-static/cover/book/978-3-031-09680-8.jpg?as=webp)
Automated Classification of Argumentative Components in Students’ Essays
Intelligent Tutoring Systems
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01 Jan 2022
·
doi:10.1007/978-3-031-09680-8_16
![Multitask Summary Scoring with Longformers](https://media.springernature.com/w184/springer-static/cover/book/978-3-031-11644-5.jpg?as=webp)
Multitask Summary Scoring with Longformers
Lecture Notes in Computer Science
·
01 Jan 2022
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doi:10.1007/978-3-031-11644-5_79
![Linguistic Features of Writing Quality and Development: A Longitudinal Approach](https://wac.colostate.edu/docs/jwa/cover-current.jpg)
Linguistic Features of Writing Quality and Development: A Longitudinal Approach
The Journal of Writing Analytics
·
01 Jan 2022
·
doi:10.37514/JWA-J.2022.6.1.04
2021
![Precision communication: Physicians’ linguistic adaptation to patients’ health literacy](https://www.science.org/cms/asset/27a4c474-de32-4277-a1c9-5afb8f1cbc1f/sciadv.2021.7.issue-51.largecover.jpg)
Precision communication: Physicians’ linguistic adaptation to patients’ health literacy
Science Advances
·
17 Dec 2021
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doi:10.1126/sciadv.abj2836
![Cohesive devices as an indicator of L2 students' writing fluency](https://media.springernature.com/w184/springer-static/cover/journal/11145.jpg)
Cohesive devices as an indicator of L2 students' writing fluency
Reading and Writing
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27 Nov 2021
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doi:10.1007/s11145-021-10229-3
![Source inclusion in synthesis writing: an NLP approach to understanding argumentation, sourcing, and essay quality](https://media.springernature.com/w184/springer-static/cover/journal/11145.jpg)
Source inclusion in synthesis writing: an NLP approach to understanding argumentation, sourcing, and essay quality
Reading and Writing
·
11 Nov 2021
·
doi:10.1007/s11145-021-10221-x
![Exploring the relationships among cognitive and linguistic resources, writing processes, and written products in second language writing](https://ars.els-cdn.com/content/image/1-s2.0-S1060374321X00045-cov150h.gif)
Exploring the relationships among cognitive and linguistic resources, writing processes, and written products in second language writing
Journal of Second Language Writing
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01 Sep 2021
·
doi:10.1016/j.jslw.2021.100824
Automated Claim Identification Using NLP Features in Student Argumentative Essays
Proceedings of the 14th International Conference on Educational Data Mining (EDM)
·
29 Jun 2021
·
[no id info]
The CommonLit Ease of Readability
Proceedings of the 14th International Conference on Educational Data Mining (EDM)
·
29 Jun 2021
·
[no id info]
![Predictors of English as second language learners’ oral proficiency development in a classroom context](https://onlinelibrary.wiley.com/cms/asset/e50959e5-d62f-4b93-b21b-719af23c758a/ijal.v31.3.cover.jpg)
Predictors of English as second language learners’ oral proficiency development in a classroom context
International Journal of Applied Linguistics
·
17 May 2021
·
doi:10.1111/ijal.12358
![Multilingual Age of Exposure](https://media.springernature.com/w184/springer-static/cover/book/978-3-030-78292-4.jpg?as=webp)
Multilingual Age of Exposure
Lecture Notes in Computer Science
·
01 Jan 2021
·
doi:10.1007/978-3-030-78292-4_7
![Automated Summary Scoring with ReaderBench](https://media.springernature.com/w184/springer-static/cover/book/978-3-030-80421-3.jpg?as=webp)
Automated Summary Scoring with ReaderBench
Intelligent Tutoring Systems
·
01 Jan 2021
·
doi:10.1007/978-3-030-80421-3_35
![Validity of a Computational Linguistics-Derived Automated Health Literacy Measure Across Race/Ethnicity: Findings from The ECLIPPSE Project](https://muse.jhu.edu/issue/44396/image/front_cover.jpg?format=180)
Validity of a Computational Linguistics-Derived Automated Health Literacy Measure Across Race/Ethnicity: Findings from The ECLIPPSE Project
Journal of Health Care for the Poor and Underserved
·
01 Jan 2021
·
doi:10.1353/hpu.2021.0067
![Challenges and solutions to employing natural language processing and machine learning to measure patients’ health literacy and physician writing complexity: The ECLIPPSE study](https://ars.els-cdn.com/content/image/1-s2.0-S1532046420X00128-cov200h.gif)
Challenges and solutions to employing natural language processing and machine learning to measure patients’ health literacy and physician writing complexity: The ECLIPPSE study
Journal of Biomedical Informatics
·
01 Jan 2021
·
doi:10.1016/j.jbi.2020.103658
2020
![Word lists and the role of academic vocabulary use in high stakes speaking assessments](https://www.jbe-platform.com/images/covers/22151486.png)
Word lists and the role of academic vocabulary use in high stakes speaking assessments
International Journal of Learner Corpus Research
·
10 Dec 2020
·
doi:10.1075/ijlcr.20008.smi
![Please, Please, Just Tell Me: The Linguistic Features of Humorous Deception](https://journals.uic.edu/ojs/public/journals/51/pageHeaderLogoImage_en_US.png)
Please, Please, Just Tell Me: The Linguistic Features of Humorous Deception
Dialogue & Discourse
·
09 Dec 2020
·
doi:10.5210/dad.2020.205
Assessing the Validity of Lexical Diversity Indices Using Direct Judgements
Language Assessment Quarterly
·
04 Dec 2020
·
doi:10.1080/15434303.2020.1844205
![Descriptive examination of secure messaging in a longitudinal cohort of diabetes patients in the ECLIPPSE study](https://oup.silverchair-cdn.com/oup/backfile/Content_public/Journal/jamia/Issue/28/6/1/m_jaminfo_28_6cover.jpeg?Expires=1674788390&Signature=mVWCrJ8UAgCEVaDfJX0M5XqT6Qfy6cpjueyZvXDxKHr~~HQ75zwAWlfpKZV9zs4ajSZbMFku7Ca2OOin5vL5t-7O2YaWhrQO2h6HmyDM6Y3F32~Ff1RP1PpFoeDEqT7EIiijM2UfWmOVyDWi0RY-wQvuOPopLB0qXiJNYILZIXgeH-CKiVt2qA9sGbUi4aCnSWqLkM6Ms9tIa~X89AmKulJ~82XSqTkExKxPuU4yrpREc2SrJEWQpHSdIPDVumhVPv2yMiOS47Y6SdJelJdaLfqA-oWZJwg7o8bzS4OAauVfgvuM-kcqh-uKgOzuAWWO3Hc0mx~CGBpGP6W~TsjeqA__&Key-Pair-Id=APKAIE5G5CRDK6RD3PGA)
Descriptive examination of secure messaging in a longitudinal cohort of diabetes patients in the ECLIPPSE study
Journal of the American Medical Informatics Association
·
24 Nov 2020
·
doi:10.1093/jamia/ocaa281
Second language reading and writing in relation to first language, vocabulary knowledge, and learning backgrounds
International Journal of Bilingual Education and Bilingualism
·
10 Nov 2020
·
doi:10.1080/13670050.2020.1838434
![MEASURING LONGITUDINAL WRITING DEVELOPMENT USING INDICES OF SYNTACTIC COMPLEXITY AND SOPHISTICATION](https://static.cambridge.org/covers/SLA_0_0_0/studies-in-second-language-acquisition.jpg)
MEASURING LONGITUDINAL WRITING DEVELOPMENT USING INDICES OF SYNTACTIC COMPLEXITY AND SOPHISTICATION
Studies in Second Language Acquisition
·
27 Oct 2020
·
doi:10.1017/S0272263120000546
Predicting the readability of physicians’ secure messages to improve health communication using novel linguistic features: Findings from the ECLIPPSE study
Journal of Communication in Healthcare
·
24 Sep 2020
·
doi:10.1080/17538068.2020.1822726
![Employing computational linguistics techniques to identify limited patient health literacy: Findings from the ECLIPPSE study](https://onlinelibrary.wiley.com/cms/asset/9b1e3ed1-3b83-463e-8ea4-d7a94b7807ee/hesr.v56.1.cover.jpg)
Employing computational linguistics techniques to identify limited patient health literacy: Findings from the ECLIPPSE study
Health Services Research
·
23 Sep 2020
·
doi:10.1111/1475-6773.13560
![Verb argument construction complexity indices and L2 writing quality: Effects of writing tasks and prompts](https://ars.els-cdn.com/content/image/1-s2.0-S1060374320X00038-cov150h.gif)
Verb argument construction complexity indices and L2 writing quality: Effects of writing tasks and prompts
Journal of Second Language Writing
·
01 Sep 2020
·
doi:10.1016/j.jslw.2020.100730
![Claim Detection and Relationship with Writing Quality](https://educationaldatamining.org/edm2020/wp-content/uploads/sites/4/2019/10/LogoEDM20-1024x1024.jpg)
Claim Detection and Relationship with Writing Quality
Proceedings of the 13th International Conference on Educational Data Mining (EDM)
·
13 Jul 2020
·
[no id info]
Exploring the Construct Validity of the ECCE: Latent Structure of a CEFR-Based High-Intermediate Level English Language Proficiency Test
Language Assessment Quarterly
·
04 Jul 2020
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doi:10.1080/15434303.2020.1775234
Compressing gene expression data using multiple latent space dimensionalities learns complementary biological representations
Genome Biology
·
11 May 2020
·
doi:10.1186/s13059-020-02021-3
![Predicting Math Identity Through Language and Click-Stream Patterns in a Blended Learning Mathematics Program for Elementary Students](https://www.learning-analytics.info/public/journals/42/cover_issue_478_en_US.jpg)
Predicting Math Identity Through Language and Click-Stream Patterns in a Blended Learning Mathematics Program for Elementary Students
Journal of Learning Analytics
·
29 Mar 2020
·
doi:10.18608/jla.2020.71.3
![Developing and Testing Automatic Models of Patient Communicative Health Literacy Using Linguistic Features: Findings from the ECLIPPSE study](https://www.tandfonline.com/na101/home/literatum/publisher/tandf/journals/content/hhth20/2023/hhth20.v038.i01/hhth20.v038.i01/20221212-01/hhth20.v038.i01.cover.jpg)
Developing and Testing Automatic Models of Patient Communicative Health Literacy Using Linguistic Features: Findings from the ECLIPPSE study
Health Communication
·
02 Mar 2020
·
doi:10.1080/10410236.2020.1731781
![Linguistic features in writing quality and development: An overview](https://oaji.net/images/journals/small/2016/file1453363070.jpg)
Linguistic features in writing quality and development: An overview
Journal of Writing Research
·
01 Feb 2020
·
doi:10.17239/jowr-2020.11.03.01
![Relationships Between Math Performance and Human Judgments of Motivational Constructs in an Online Math Tutoring System](https://media.springernature.com/w184/springer-static/cover/book/978-3-030-52240-7.jpg?as=webp)
Relationships Between Math Performance and Human Judgments of Motivational Constructs in an Online Math Tutoring System
Lecture Notes in Computer Science
·
01 Jan 2020
·
doi:10.1007/978-3-030-52240-7_60
![Affective Sequences and Student Actions Within Reasoning Mind](https://media.springernature.com/w184/springer-static/cover/book/978-3-030-52240-7.jpg?as=webp)
Affective Sequences and Student Actions Within Reasoning Mind
Lecture Notes in Computer Science
·
01 Jan 2020
·
doi:10.1007/978-3-030-52237-7_35
![Sequence-to-Sequence Models for Automated Text Simplification](https://media.springernature.com/w184/springer-static/cover/book/978-3-030-52240-7.jpg?as=webp)
Sequence-to-Sequence Models for Automated Text Simplification
Lecture Notes in Computer Science
·
01 Jan 2020
·
doi:10.1007/978-3-030-52240-7_6
2019
![The effect of cohesive features in integrated and independent L2 writing quality and text classification](https://www.castledown.com/img/journal_covers/LEA_Cover.png)
The effect of cohesive features in integrated and independent L2 writing quality and text classification
Language Education & Assessment
·
31 Dec 2019
·
doi:10.29140/lea.v2n3.151
![Predictors of second language English lexical recognition](https://www.jbe-platform.com/images/covers/18711375.png)
Predictors of second language English lexical recognition
The Mental Lexicon
·
31 Dec 2019
·
doi:10.1075/ml.19028.ska
![Using human judgments to examine the validity of automated grammar, syntax, and mechanical errors in writing](https://oaji.net/images/journals/small/2016/file1453363070.jpg)
Using human judgments to examine the validity of automated grammar, syntax, and mechanical errors in writing
Journal of Writing Research
·
01 Oct 2019
·
doi:10.17239/jowr-2019.11.02.01
![Moving beyond classic readability formulas: new methods and new models](https://onlinelibrary.wiley.com/cms/asset/091a6415-4a04-4ed5-89f1-711dfab1da8a/jrir.v42.3-4.cover.jpg)
Moving beyond classic readability formulas: new methods and new models
Journal of Research in Reading
·
13 Sep 2019
·
doi:10.1111/1467-9817.12283
![Secure Messaging with Physicians by Proxies for Patients with Diabetes: Findings from the ECLIPPSE Study](https://media.springernature.com/w138/springer-static/cover/journal/11606/34/8.jpg)
Secure Messaging with Physicians by Proxies for Patients with Diabetes: Findings from the ECLIPPSE Study
Journal of General Internal Medicine
·
19 Aug 2019
·
doi:10.1007/s11606-019-05259-1
Measuring creative ability in spoken bilingual text: The role of language proficiency and linguistic features
Proceeding of the 41st Annual Meeting of the Cognitive Science Society
·
27 Jul 2019
·
[no id info]
Open collaborative writing with Manubot
PLOS Computational Biology
·
24 Jun 2019
·
doi:10.1371/journal.pcbi.1007128
![Longitudinal Analysis and Visualization of Participation in Online Courses Powered by Cohesion Network Analysis](https://www.cscl2019.com/upload/proceeding-vol2.png)
Longitudinal Analysis and Visualization of Participation in Online Courses Powered by Cohesion Network Analysis
A Wide Lens: Combining Embodied, Enactive, Extended, and Embedded Learning in Collaborative Settings, 13th International Conference on Computer Supported Collaborative Learning (CSCL) 2019, Volume 2 (pp. 640-643)
·
21 Jun 2019
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[no id info]
![USING LEXICAL FEATURES TO INVESTIGATE SECOND LANGUAGE LEXICAL DECISION PERFORMANCE](https://static.cambridge.org/covers/SLA_0_0_0/studies-in-second-language-acquisition.jpg)
USING LEXICAL FEATURES TO INVESTIGATE SECOND LANGUAGE LEXICAL DECISION PERFORMANCE
Studies in Second Language Acquisition
·
29 Apr 2019
·
doi:10.1017/S0272263119000019
![Predicting Second Language Writing Proficiency in Learner Texts Using Computational Tools](http://www.asiatefl.org/img/the_journal_of_asiatefl_cover_150.gif)
Predicting Second Language Writing Proficiency in Learner Texts Using Computational Tools
The Journal of AsiaTEFL
·
31 Mar 2019
·
doi:10.18823/asiatefl.2019.16.1.3.37
Text Integration and Speaking Proficiency: Linguistic, Individual Differences, and Strategy Use Considerations
Language Assessment Quarterly
·
15 Mar 2019
·
doi:10.1080/15434303.2019.1628239
Sequential compression of gene expression across dimensionalities and methods reveals no single best method or dimensionality
Cold Spring Harbor Laboratory
·
11 Mar 2019
·
doi:10.1101/573782
![Using natural language processing and machine learning to classify health literacy from secure messages: The ECLIPPSE study](https://journals.plos.org/resource/img/logo-plos.png)
Using natural language processing and machine learning to classify health literacy from secure messages: The ECLIPPSE study
PLOS ONE
·
22 Feb 2019
·
doi:10.1371/journal.pone.0212488
![N-gram measures and L2 writing proficiency](https://ars.els-cdn.com/content/image/1-s2.0-S0346251X18X00086-cov150h.gif)
N-gram measures and L2 writing proficiency
System
·
01 Feb 2019
·
doi:10.1016/j.system.2018.12.001
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ABSOLUTE FREQUENCY EFFECTS IN SECOND LANGUAGE LEXICAL ACQUISITION
Studies in Second Language Acquisition
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31 Jan 2019
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doi:10.1017/S0272263118000268
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Automated Summarization Evaluation (ASE) Using Natural Language Processing Tools
Lecture Notes in Computer Science
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01 Jan 2019
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doi:10.1007/978-3-030-23204-7_8
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Predicting Math Success in an Online Tutoring System Using Language Data and Click-Stream Variables: A Longitudinal Analysis
Schloss Dagstuhl – Leibniz-Zentrum für Informatik
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01 Jan 2019
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doi:10.4230/OASIcs.LDK.2019.25
2018
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In Search of New Benchmarks: Using L2 Lexical Frequency and Contextual Diversity Indices to Assess Second Language Writing
Applied Linguistics
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24 Dec 2018
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doi:10.1093/applin/amy056
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The Tool for the Automatic Analysis of Cohesion 2.0: Integrating semantic similarity and text overlap
Behavior Research Methods
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08 Oct 2018
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doi:10.3758/s13428-018-1142-4
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Learning linkages: Integrating data streams of multiple modalities and timescales
Journal of Computer Assisted Learning
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04 Oct 2018
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doi:10.1111/jcal.12315
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Assessing writing with the tool for the automatic analysis of lexical sophistication (TAALES)
Assessing Writing
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01 Oct 2018
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doi:10.1016/j.asw.2018.06.004
![Technological disruption in foreign language teaching: The rise of simultaneous machine translation](https://static.cambridge.org/covers/LTA_0_0_0/language-teaching.jpg)
Technological disruption in foreign language teaching: The rise of simultaneous machine translation
Language Teaching
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13 Sep 2018
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doi:10.1017/S0261444818000253
Modeling Math Identity and Math Success through Sentiment Analysis and Linguistic Feature
Proceedings of the 10th International Conference on Educational Data Mining (EDM)
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20 Jul 2018
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How Many Words Needed? Using Natural Language Processing Tools in Educational Data Mining
Proceedings of the 10th International Conference on Educational Data Mining (EDM)
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20 Jul 2018
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[no id info]
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A Latent Curve Model Approach To Studying L2 N‐Gram Development
The Modern Language Journal
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12 Jul 2018
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doi:10.1111/modl.12494
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Modeling second language writing quality: A structural equation investigation of lexical, syntactic, and cohesive features in source-based and independent writing
Assessing Writing
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01 Jul 2018
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doi:10.1016/j.asw.2018.03.002
Beginning and intermediate L2 writer’s use of N-grams: an association measures study
International Review of Applied Linguistics in Language Teaching
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22 Jun 2018
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doi:10.1515/iral-2017-0089
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ReadME – Generating Personalized Feedback for Essay Writing Using the ReaderBench Framework
The Interplay of Data, Technology, Place and People for Smart Learning
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19 May 2018
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doi:10.1007/978-3-319-92022-1_12
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Studying MOOC completion at scale using the MOOC replication framework
Proceedings of the 8th International Conference on Learning Analytics and Knowledge
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07 Mar 2018
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doi:10.1145/3170358.3170369
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Effects of lexical features, textual properties, and individual differences on word processing times during second language reading comprehension
Reading and Writing
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23 Feb 2018
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doi:10.1007/s11145-018-9833-x
![The action dynamics of native and non-native speakers of English in processing active and passive sentences](https://www.jbe-platform.com/images/covers/18799272.png)
The action dynamics of native and non-native speakers of English in processing active and passive sentences
Linguistic Approaches to Bilingualism
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22 Feb 2018
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doi:10.1075/lab.17028.cro
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Measuring Syntactic Complexity in L2 Writing Using Fine‐Grained Clausal and Phrasal Indices
The Modern Language Journal
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16 Feb 2018
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doi:10.1111/modl.12468
![Modeling Math Success Using Cohesion Network Analysis](https://media.springernature.com/w184/springer-static/cover/book/978-3-319-93846-2.jpg?as=webp)
Modeling Math Success Using Cohesion Network Analysis
Lecture Notes in Computer Science
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01 Jan 2018
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doi:10.1007/978-3-319-93846-2_12
Linguistic Features of Sarcasm and Metaphor Production Quality
Proceedings of the Workshop on Figurative Language Processing
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01 Jan 2018
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doi:10.18653/v1/W18-0902
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Exploring Online Course Sociograms Using Cohesion Network Analysis
Lecture Notes in Computer Science
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01 Jan 2018
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doi:10.1007/978-3-319-93846-2_63
![ReadME – Enhancing Automated Writing Evaluation](https://media.springernature.com/w184/springer-static/cover/book/978-3-319-99344-7.jpg?as=webp)
ReadME – Enhancing Automated Writing Evaluation
Artificial Intelligence: Methodology, Systems, and Applications
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01 Jan 2018
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doi:10.1007/978-3-319-99344-7_28
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Predicting Question Quality Using Recurrent Neural Networks
Lecture Notes in Computer Science
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01 Jan 2018
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doi:10.1007/978-3-319-93843-1_36
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Cohesion-Centered Analysis of Sociograms for Online Communities and Courses Using ReaderBench
Lifelong Technology-Enhanced Learning
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01 Jan 2018
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doi:10.1007/978-3-319-98572-5_59
2017
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Lexical Sophistication as a Multidimensional Phenomenon: Relations to Second Language Lexical Proficiency, Development, and Writing Quality
The Modern Language Journal
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20 Dec 2017
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doi:10.1111/modl.12447
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Examining lexical development in second language learners: An approximate replication of Salsbury, Crossley & McNamara (2011)
Language Teaching
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29 Nov 2017
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doi:10.1017/S0261444817000362
Identifying Creativity During Problem Solving Using Linguistic Features
Creativity Research Journal
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02 Oct 2017
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doi:10.1080/10400419.2017.1376490
Examining the Online Processing of Satirical Newspaper Headlines
Discourse Processes
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21 Sep 2017
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doi:10.1080/0163853X.2017.1368332
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Assessing syntactic sophistication in L2 writing: A usage-based approach
Language Testing
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19 Sep 2017
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doi:10.1177/0265532217712554
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Making sense of polysemy relations in first and second language speakers of English
International Journal of Bilingualism
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04 Sep 2017
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doi:10.1177/1367006917728396
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Modeling comprehension processes via automated analyses of dialogism
Proceeding of the 39th Annual Meeting of the Cognitive Science Society
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29 Jul 2017
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The tool for the automatic analysis of lexical sophistication (TAALES): version 2.0
Behavior Research Methods
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11 Jul 2017
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doi:10.3758/s13428-017-0924-4
Predicting Success in Massive Open Online Courses
Proceeding of the 12th International Conference on Computer Supported Collaborative Learning (CSCL)
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22 Jun 2017
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Computational Analysis of Lexical and Cohesion Differences in Deceptive Language: The Role of Accordance
Proceedings of the 30th International Florida Artificial Intelligence Research Society (FLAIRS) Conference
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24 May 2017
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[no id info]
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How important is size? An Investigation of Corpus Size and Meaning in both Latent Semantic Analysis and Latent Dirichlet Allocation
Proceedings of the 30th International Florida Artificial Intelligence Research Society (FLAIRS) Conference
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24 May 2017
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Predicting Text Comprehension, Processing, and Familiarity in Adult Readers: New Approaches to Readability Formulas
Discourse Processes
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20 Mar 2017
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doi:10.1080/0163853X.2017.1296264
Predicting math performance using natural language processing tools
Proceedings of the Seventh International Learning Analytics & Knowledge Conference
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13 Mar 2017
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doi:10.1145/3027385.3027399
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Using Native-Speaker Psycholinguistic Norms to Predict Lexical Proficiency and Development in Second-Language Production
Applied Linguistics
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13 Mar 2017
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doi:10.1093/applin/amx005
Linking language to math success in a blended course
Proceedings of the 10th International Conference on Educational Data Mining (EDM)
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01 Jan 2017
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Assessing Question Quality Using NLP
Lecture Notes in Computer Science
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01 Jan 2017
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doi:10.1007/978-3-319-61425-0_55
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ReaderBench: A Multi-lingual Framework for Analyzing Text Complexity
Data Driven Approaches in Digital Education
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01 Jan 2017
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doi:10.1007/978-3-319-66610-5_48
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Letting the Genie Out of the Lamp: Using Natural Language Processing Tools to Predict Math Performance
Lecture Notes in Computer Science
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01 Jan 2017
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doi:10.1007/978-3-319-59888-8_28
The Next Frontier in Communication and the ECLIPPSE Study: Bridging the Linguistic Divide in Secure Messaging
Journal of Diabetes Research
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01 Jan 2017
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doi:10.1155/2017/1348242
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Applying Natural Language Processing Tools to a Student Academic Writing Corpus: How Large are Disciplinary Differences Across Science and Engineering Fields?
The Journal of Writing Analytics
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01 Jan 2017
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doi:10.37514/JWA-J.2017.1.1.04
2016
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Incorporating Learning Characteristics into Automatic Essay Scoring Models: What Individual Differences and Linguistic Features Tell Us about Writing Quality
Zenodo
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25 Dec 2016
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doi:10.5281/zenodo.3554593
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The relationship between lexical sophistication and independent and source-based writing
Journal of Second Language Writing
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01 Dec 2016
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doi:10.1016/j.jslw.2016.10.003
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That noun phrase may be beneficial and this may not be: discourse cohesion in reading and writing
Reading and Writing
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15 Sep 2016
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doi:10.1007/s11145-016-9690-4
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Extracting Gamers' Opinions from Reviews
2016 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)
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01 Sep 2016
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Document cohesion flow: Striving towards coherence
Proceedings of the 38th Annual Conference of the Cognitive Science Society
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13 Aug 2016
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A Usage‐Based Investigation of L2 Lexical Acquisition: The Role of Input and Output
The Modern Language Journal
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19 Jul 2016
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doi:10.1111/modl.12344
Automatic Assessment of Constructed Response Data in a Chemistry Tutor
Proceedings of the 9th International Educational Data Mining (EDM)
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02 Jul 2016
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Predicting Student Performance and Differences in Learning Styles Based on Textual Complexity Indices Applied on Blog and Microblog Posts: A Preliminary Study
2016 IEEE 16th International Conference on Advanced Learning Technologies (ICALT)
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01 Jul 2016
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doi:10.1109/ICALT.2016.104
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MODELING INDIVIDUAL DIFFERENCES AMONG WRITERS USING READERBENCH
EDULEARN proceedings
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01 Jul 2016
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doi:10.21125/edulearn.2016.2241
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Idea Generation in Student Writing
Written Communication
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07 Jun 2016
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doi:10.1177/0741088316650178
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The development and use of cohesive devices in L2 writing and their relations to judgments of essay quality
Journal of Second Language Writing
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01 Jun 2016
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doi:10.1016/j.jslw.2016.01.003
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Sentiment Analysis and Social Cognition Engine (SEANCE): An automatic tool for sentiment, social cognition, and social-order analysis
Behavior Research Methods
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18 May 2016
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doi:10.3758/s13428-016-0743-z
Combining click-stream data with NLP tools to better understand MOOC completion
Proceedings of the Sixth International Conference on Learning Analytics & Knowledge
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25 Apr 2016
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doi:10.1145/2883851.2883931
Investigating boredom and engagement during writing using multiple sources of information
Proceedings of the Sixth International Conference on Learning Analytics & Knowledge
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25 Apr 2016
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doi:10.1145/2883851.2883939
![Linguistic Features of Humor in Academic Writing](http://www.journals.aiac.org.au/public/site/images/admin/cover-page00014.jpg)
Linguistic Features of Humor in Academic Writing
Advances in Language and Literary Studies
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20 Apr 2016
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doi:10.7575/aiac.alls.v.7n.3p.248
![Text-based recall and extra-textual generations resulting from simplified and authentic texts](http://www2.hawaii.edu/~readfl/rfl/images/RFLlogo.gif)
Text-based recall and extra-textual generations resulting from simplified and authentic texts
Reading in a Foreign Language, 28
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01 Apr 2016
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[no id info]
![Age of Exposure: A Model of Word Learning](https://ojs.aaai.org/public/journals/2/cover_issue_303_en_US.jpg)
Age of Exposure: A Model of Word Learning
Proceedings of the AAAI Conference on Artificial Intelligence
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05 Mar 2016
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doi:10.1609/aaai.v30i1.10372
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Accuracy feedback improves word learning from context: evidence from a meaning-generation task
Reading and Writing
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02 Feb 2016
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doi:10.1007/s11145-015-9615-7
![Say more and be more coherent: How text elaboration and cohesion can increase writing quality](https://oaji.net/images/journals/small/2016/file1453363070.jpg)
Say more and be more coherent: How text elaboration and cohesion can increase writing quality
Journal of Writing Research
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01 Feb 2016
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doi:10.17239/jowr-2016.07.03.02
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Expressing Sentiments in Game Reviews
Artificial Intelligence: Methodology, Systems, and Applications
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01 Jan 2016
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doi:10.1007/978-3-319-44748-3_35
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Predicting Academic Performance Based on Students’ Blog and Microblog Posts
Adaptive and Adaptable Learning
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01 Jan 2016
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doi:10.1007/978-3-319-45153-4_29
2015
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The tool for the automatic analysis of text cohesion (TAACO): Automatic assessment of local, global, and text cohesion
Behavior Research Methods
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28 Sep 2015
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doi:10.3758/s13428-015-0651-7
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Construct validity in TOEFL iBT speaking tasks: Insights from natural language processing
Language Testing
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19 Jun 2015
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doi:10.1177/0265532215587391