mlsanityData to 7 Oct 2026

Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols

arXiv 2009.14237 ↗First posted 29 Sep 2020cs.HC cs.AI cs.CLcited by 36

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Abstract (arXiv)

Despite the central importance of research papers to scientific progress, they can be difficult to read. Comprehension is often stymied when the information needed to understand a passage resides somewhere else: in another section, or in another paper. In this work, we envision how interfaces can bring definitions of technical terms and symbols to readers when and where they need them most. We introduce ScholarPhi, an augmented reading interface with four novel features: (1) tooltips that surface position-sensitive definitions from elsewhere in a paper, (2) a filter over the paper that "declutters" it to reveal how the term or symbol is used across the paper, (3) automatic equation diagrams that expose multiple definitions in parallel, and (4) an automatically generated glossary of important terms and symbols. A usability study showed that the tool helps researchers of all experience levels read papers. Furthermore, researchers were eager to have ScholarPhi's definitions available to support their everyday reading.

Key facts. Cited by 36 papers in the map (data through 7 Oct 2026). First posted on arXiv 29 Sep 2020.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 2; 2022: 6; 2023: 10; 2024: 7; 2025: 8; 2026: 3.

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  1. 2022Revise and Resubmit: An Intertextual Model of Text-based Collaboration in Peer Reviewcited by 37
  2. 2022Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processingcited by 23
  3. 2022A Computational Inflection for Scientific Discoverycited by 22
  4. 2023Beyond Summarization: Designing AI Support for Real-World Expository Writing Taskscited by 20
  5. 2024PaperWeaver: Enriching Topical Paper Alerts by Contextualizing Recommended Papers with User-collected Paperscited by 18
  6. 2022Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publicationscited by 14
  7. 2023Personalized Jargon Identification for Enhanced Interdisciplinary Communicationcited by 11
  8. 2024DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Explorationcited by 10
  9. 2025Federated Retrieval Augmented Generation for Multi-Product Question Answeringcited by 10
  10. 2023The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfacescited by 9
  11. 2024Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistancecited by 8
  12. 2025From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systemscited by 8
24 more
  1. 2023CARE: Collaborative AI-Assisted Reading Environmentcited by 7
  2. 2024Steering AI-Driven Personalization of Scientific Text for General Audiencescited by 7
  3. 2021PAWLS: PDF Annotation With Labels and Structurecited by 4
  4. 2022Longtonotes: OntoNotes with Longer Coreference Chainscited by 4
  5. 2025Exploring LLMs for Scientific Information Extraction Using The SciEx Frameworkcited by 4
  6. 2023S2abEL: A Dataset for Entity Linking from Scientific Tablescited by 3
  7. 2024SciDaSynth: Interactive Structured Data Extraction from Scientific Literature with Large Language Modelcited by 3
  8. 2024STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsingcited by 3
  9. 2025Attribution Gradients: Incrementally Unfolding Citations for Critical Examination of Attributed AI Answerscited by 3
  10. 2025Words as Bridges: Exploring Computational Support for Cross-Disciplinary Translation Workcited by 2
  11. 2022Attention is All They Need: Exploring the Media Archaeology of the Computer Vision Research Papercited by 1
  12. 2023How Data Scientists Review the Scholarly Literaturecited by 1
  13. 2023Complex Mathematical Symbol Definition Structures: A Dataset and Model for Coordination Resolution in Definition Extractioncited by 1
  14. 2023From Nuisance to News Sense: Augmenting the News with Cross-Document Evidence and Contextcited by 1
  15. 2025Beyond Text: Characterizing Domain Expert Needs in Document Researchcited by 1
  16. 2025Stealing Creator's Workflow: A Creator-Inspired Agentic Framework with Iterative Feedback Loop for Improved Scientific Short-form Generationcited by 1
  17. 2025TreeReader: A Hierarchical Academic Paper Reader Powered by Language Modelscited by 1
  18. 2026Robust Multilingual Text-to-Pictogram Mapping for Scalable Reading Rehabilitationcited by 1
  19. 2021A system for information extraction from scientific texts in Russiancited by 0
  20. 2023Envisioning the Next-Gen Document Readercited by 0
  21. 2023Extracting Definienda in Mathematical Scholarly Articles with Transformerscited by 0
  22. 2024RealitySummary: Exploring On-Demand Mixed Reality Text Summarization and Question Answering using Large Language Modelscited by 0
  23. 2026Explain Like I'm 5 or Whatever I Choose: Evaluating the Interactive Potential of Language Model Responsescited by 0
  24. 2026ExPerT: Personalizing LLM Responses to Users' Domain Expertise via Query-Wise Semantic and Keystroke Behavioral Cuescited by 0