| # SenAffLex-Provo — Research Programs and Scientific Publications |
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| ## Centralized Research Publication Bibliography |
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| **Repository:** SenAffLex-Provo |
| **Repository Creator and Maintainer:** Mohit Gupta |
| **Institution:** University of Illinois Urbana-Champaign |
| **Documentation Version:** 1.0 |
| **Last Updated:** October 2026 |
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| **Repository DOI:** https://doi.org/10.57967/hf/11234 |
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| **Repository URL:** |
| https://huggingface.co/datasets/27guptamohit/SenAffLex-Provo |
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| ## 1. Purpose |
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| This document maintains the authoritative bibliography of scientific publications associated with the SenAffLex-Provo research program. |
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| The repository supports investigations of lexical, affective, and eventually sentiment-related influences on eye-movement behavior during naturalistic reading. |
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| Each scientific publication has its own authorship, publication status, bibliographic metadata, and DOI where assigned. |
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| The publication bibliography is separate from the repository's computational resource citation. |
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| This document will be updated as manuscripts are accepted, published, corrected, or otherwise made publicly available. |
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| --- |
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| ## 2. Repository Citation |
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| The shared computational research infrastructure is identified by: |
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| Gupta, M. (2026). *SenAffLex-Provo: Integrated sentiment, affective, and lexical research datasets and computational resources* [Data set and software]. Hugging Face. https://doi.org/10.57967/hf/11234 |
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| This citation recognizes the original computational research resource. |
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| Individual article citations recognize the scientific findings, analyses, and interpretations reported in those publications. |
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| --- |
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| ## 3. Research Program Overview |
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| | Research Program | Research Focus | Publication Status | |
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| | Lexical Provo | Lexical predictors and their interactions | Future entries | |
| | Affective Provo — Fixation Duration | Lexical and affective influences on reading duration | VAD Paper 1 accepted | |
| | Affective Provo — Fixation Behavior | Fixation occurrence and related reading behavior | Future entries | |
| | Affective Provo — Regression Behavior | Regression-related reading behavior | Future entries | |
| | SenAffLex-Provo — Sentiment Integration | Sentiment, lexical, and affective research | Planned | |
| | Computational Research Infrastructure | Dataset construction, methods, and reproducibility | Future entries | |
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| Planned research should not be interpreted as completed or published work. |
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| ## 4. Affective Provo — Fixation Duration Research |
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| ### 4.1 VAD Paper 1 |
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| **Title:** |
| Beyond Word Length, Frequency, and Predictability: Affective Properties Predict Eye Movement in Reading |
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| **Authors:** Mohit Gupta and Kiel Christianson |
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| **Journal:** Reading Research Quarterly |
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| **Publication Status:** Accepted for publication |
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| **Acceptance Date:** October 20, 2026 |
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| **Article DOI:** Pending assignment |
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| ### Recommended Citation |
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| Gupta, M., & Christianson, K. (in press). Beyond word length, frequency, and predictability: Affective properties predict eye movement in reading. *Reading Research Quarterly*. |
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| The final DOI and bibliographic information will be added when available. |
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| ### Research Focus |
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| This study investigates the contribution of affective word properties to eye-movement duration measures during naturalistic reading. |
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| The research examines valence, arousal, and dominance alongside conventional lexical predictors including word length, frequency, and contextual predictability. |
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| The analyses use linear mixed-effects modeling of the Affective Provo research dataset. |
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| ### Associated Computational Resources |
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| The corresponding repository resources include: |
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| - Affective Provo dataset construction. |
| - Random-effects structure selection. |
| - Linear mixed-effects modeling. |
| - Statistical diagnostics. |
| - Research results. |
| - Reproducibility documentation. |
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| ### Citation Guidance |
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| Researchers using the scientific findings or interpretations reported in this article should cite Gupta and Christianson. |
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| Researchers using the original computational resources should additionally cite SenAffLex-Provo where relevant. |
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| Researchers using the underlying source datasets should cite their original publications. |
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| --- |
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| ## 5. Additional Fixation Duration Publications |
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| Additional fixation-duration studies will be documented here when reportable bibliographic information becomes available. |
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| Planned research is not represented as accepted or published. |
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| --- |
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| ## 6. Lexical Provo Research Program |
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| The Lexical Provo research program investigates conventional lexical predictors of eye movements during naturalistic reading. |
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| Research topics may include: |
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| - Word length. |
| - Lexical frequency. |
| - Contextual predictability. |
| - Interactions among lexical predictors. |
| - Eye-movement duration measures. |
| - Statistical modeling of lexical processing. |
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| ### Publication Status |
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| Publication entries will be added when relevant manuscripts become publicly available or reach a reportable publication milestone. |
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| No additional article DOI is asserted here. |
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| ## 7. Affective Provo — Fixation Behavior Research |
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| This research program concerns fixation-related behavior beyond continuous duration outcomes. |
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| Potential outcomes include: |
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| - Fixation occurrence. |
| - Word skipping. |
| - Fixation counts. |
| - Other fixation-related measures. |
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| Associated publications will be documented when bibliographic information becomes available. |
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| ## 8. Affective Provo — Regression Behavior Research |
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| This research program concerns regression-related eye-movement behavior. |
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| Potential outcomes include: |
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| - Regression occurrence. |
| - Regression counts. |
| - Regression-related reading behavior. |
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| Associated publications will be documented when bibliographic information becomes available. |
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| --- |
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| ## 9. SenAffLex-Provo — Sentiment Research |
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| Future development is planned to incorporate sentiment norming information through GLENS. |
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| The expanded research infrastructure may support investigations involving: |
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| - Lexical predictors. |
| - Affective dimensions. |
| - Sentiment information. |
| - Eye-movement behavior. |
| - Interactions among these variables. |
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| **Publication Status:** Planned. |
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| No completed sentiment-integrated dataset or associated publication is asserted here. |
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| --- |
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| ## 10. Computational Research Infrastructure Publications |
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| This section will document scientific publications focused on the computational development and methodological infrastructure of SenAffLex-Provo. |
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| Potential topics include: |
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| - Computational dataset triangulation. |
| - Lexical normalization. |
| - Vocabulary matching. |
| - Integrated dataset construction. |
| - Reproducible psycholinguistic workflows. |
| - Statistical model-selection procedures. |
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| Publication entries will be added when relevant bibliographic information becomes available. |
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| ## 11. Publication Tracking |
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| | Research Program | Publication | Venue | Status | DOI | |
| |---|---|---|---|---| |
| | Affective Provo — Fixation Duration | Beyond Word Length, Frequency, and Predictability: Affective Properties Predict Eye Movement in Reading | Reading Research Quarterly | Accepted October 20, 2026 | Pending | |
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| Additional entries will be added as publication information becomes available. |
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| ## 12. Citation Principles |
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| The research program distinguishes three categories of scholarly citation. |
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| ### 12.1 Original Source Data |
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| Researchers should cite the original datasets relevant to their analyses. |
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| See: |
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| [Raw Data Citations](Raw-Data-Citations.md) |
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| ### 12.2 Computational Research Repository |
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| Researchers substantially using original SenAffLex-Provo computational contributions are strongly requested to cite: |
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| Gupta, M. (2026). *SenAffLex-Provo: Integrated sentiment, affective, and lexical research datasets and computational resources* [Data set and software]. Hugging Face. https://doi.org/10.57967/hf/11234 |
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| ### 12.3 Scientific Publications |
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| Researchers using findings, statistical analyses, or theoretical contributions reported in an associated publication should cite that specific article. |
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| The repository DOI and article DOIs identify different scholarly resources. |
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| ## 13. Publication Update Policy |
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| This document will be updated when: |
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| 1. A manuscript is accepted. |
| 2. An article receives a DOI. |
| 3. Final journal metadata becomes available. |
| 4. A new scientific publication is released. |
| 5. A correction or update is issued. |
| 6. A new research program produces a publication. |
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| Each publication entry should include: |
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| - Article title. |
| - Complete author list. |
| - Publication venue. |
| - Publication year. |
| - Volume, issue, and page numbers or article identifier, where available. |
| - DOI. |
| - Publication status. |
| - Related repository resources. |
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| Final published citations should replace provisional bibliographic information. |
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| ## 14. Related Citation Documentation |
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| [SenAffLex-Provo Data Citation](SenAffLex-Provo-Data-Citation.md) |
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| [Raw Data Citations](Raw-Data-Citations.md) |
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| [Machine-Readable Repository Citation](CITATION.cff) |
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| ## 15. Repository Information |
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| **Repository:** SenAffLex-Provo |
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| **Creator and Maintainer:** Mohit Gupta |
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| **Institution:** University of Illinois Urbana-Champaign |
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| **Repository DOI:** https://doi.org/10.57967/hf/11234 |
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| **Repository URL:** |
| https://huggingface.co/datasets/27guptamohit/SenAffLex-Provo |
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| **Documentation Version:** 1.0 |
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| **Last Updated:** October 2026 |
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| ## 16. Important Notice |
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| This document records scientific publications associated with SenAffLex-Provo. |
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| It does not establish that all planned studies have been completed, accepted, or published. |
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| Each scientific publication retains its own authorship, bibliographic information, and DOI. |
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| The SenAffLex-Provo repository DOI identifies the shared computational research infrastructure. |
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| Researchers should cite the original datasets, computational resources, and scientific publications relevant to their specific research use. |
