Relatedly: Scaffolding Literature Reviews with Existing Related Work Sections
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Abstract (arXiv)
Scholars who want to research a scientific topic must take time to read, extract meaning, and identify connections across many papers. As scientific literature grows, this becomes increasingly challenging. Meanwhile, authors summarize prior research in papers' related work sections, though this is scoped to support a single paper. A formative study found that while reading multiple related work paragraphs helps overview a topic, it is hard to navigate overlapping and diverging references and research foci. In this work, we design a system, Relatedly, that scaffolds exploring and reading multiple related work paragraphs on a topic, with features including dynamic re-ranking and highlighting to spotlight unexplored dissimilar information, auto-generated descriptive paragraph headings, and low-lighting of redundant information. From a within-subjects user study (n=15), we found that scholars generate more coherent, insightful, and comprehensive topic outlines using Relatedly compared to a baseline paper list.
Key facts. Cited by 21 papers in the map (data through 7 Oct 2026). First posted on arXiv 13 Feb 2023.
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Citing papers per year: 2023: 3; 2024: 9; 2025: 5; 2026: 4.
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- 2024CiteME: Can Language Models Accurately Cite Scientific Claims?cited by 45
- 2024Cocoa: Co-Planning and Co-Execution with AI Agentscited by 38
- 2024SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literaturecited by 37
- 2024Data-driven Discovery with Large Generative Modelscited by 33
- 2023Beyond Summarization: Designing AI Support for Real-World Expository Writing Taskscited by 20
- 2024PaperWeaver: Enriching Topical Paper Alerts by Contextualizing Recommended Papers with User-collected Paperscited by 18
- 2023A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documentscited by 15
- 2024SciDQA: A Deep Reading Comprehension Dataset over Scientific Paperscited by 15
- 2024DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Explorationcited by 10
- 2023The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfacescited by 9
- 2025From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systemscited by 8
- 2024AI-Enhanced Sensemaking: Exploring the Design of a Generative AI-Based Assistant to Support Genetic Professionalscited by 3
9 more
- 2025Towards AI-assisted Academic Writingcited by 3
- 2025Attribution Gradients: Incrementally Unfolding Citations for Critical Examination of Attributed AI Answerscited by 3
- 2025Words as Bridges: Exploring Computational Support for Cross-Disciplinary Translation Workcited by 2
- 2025TreeReader: A Hierarchical Academic Paper Reader Powered by Language Modelscited by 1
- 2024RealitySummary: Exploring On-Demand Mixed Reality Text Summarization and Question Answering using Large Language Modelscited by 0
- 2026From Toil to Thought: Designing for Strategic Exploration and Responsible AI in Systematic Literature Reviewscited by 0
- 2026LitPivot: Developing Well-Situated Research Ideas Through Dynamic Contextualization and Critique within the Literature Landscapecited by 0
- 2026Generative Artificial Intelligence for Literature Reviewscited by 0
- 2026FootprintRAG: Visual Analytics for Evidence Context Refinement in RAG-based Scientific Literature Explorationcited by 0
- 2026FootprintRAG: Visual Analytics for Evidence Context Refinement in RAG-based Scientific Literature Exploration17 Sep 2026
- 2026Generative Artificial Intelligence for Literature Reviews15 May 2026
- 2026LitPivot: Developing Well-Situated Research Ideas Through Dynamic Contextualization and Critique within the Literature Landscape3 Apr 2026
- 2026From Toil to Thought: Designing for Strategic Exploration and Responsible AI in Systematic Literature Reviews21 Jan 2026
- 2025Attribution Gradients: Incrementally Unfolding Citations for Critical Examination of Attributed AI Answers1 Oct 2025
- 2025TreeReader: A Hierarchical Academic Paper Reader Powered by Language Models25 Jul 2025
- 2025Words as Bridges: Exploring Computational Support for Cross-Disciplinary Translation Work24 Mar 2025
- 2025Towards AI-assisted Academic Writing17 Mar 2025
- 2025From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems3 Mar 2025
- 2024AI-Enhanced Sensemaking: Exploring the Design of a Generative AI-Based Assistant to Support Genetic Professionals19 Dec 2024
- 2024Cocoa: Co-Planning and Co-Execution with AI Agents14 Dec 2024
- 2024SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers8 Nov 2024
9 more
- 2024DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration1 Aug 2024
- 2024CiteME: Can Language Models Accurately Cite Scientific Claims?10 Jul 2024
- 2024SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature10 Jun 2024
- 2024RealitySummary: Exploring On-Demand Mixed Reality Text Summarization and Question Answering using Large Language Models28 May 2024
- 2024PaperWeaver: Enriching Topical Paper Alerts by Contextualizing Recommended Papers with User-collected Papers5 Mar 2024
- 2024Data-driven Discovery with Large Generative Models21 Feb 2024
- 2023A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents24 May 2023
- 2023Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks5 Apr 2023
- 2023The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces25 Mar 2023
- 2024CiteME: Can Language Models Accurately Cite Scientific Claims?cited by 45
- 2024Cocoa: Co-Planning and Co-Execution with AI Agentscited by 38
- 2024SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literaturecited by 37
- 2024Data-driven Discovery with Large Generative Modelscited by 33
- 2023Beyond Summarization: Designing AI Support for Real-World Expository Writing Taskscited by 20
- 2024PaperWeaver: Enriching Topical Paper Alerts by Contextualizing Recommended Papers with User-collected Paperscited by 18
- 2023A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documentscited by 15
- 2024SciDQA: A Deep Reading Comprehension Dataset over Scientific Paperscited by 15
- 2024DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Explorationcited by 10
- 2023The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfacescited by 9
- 2025From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systemscited by 8
- 2024AI-Enhanced Sensemaking: Exploring the Design of a Generative AI-Based Assistant to Support Genetic Professionalscited by 3
12 most cited of 20 All 20 (JSON)
- 2026Generative Artificial Intelligence for Literature Reviews15 May 2026
- 2026LitPivot: Developing Well-Situated Research Ideas Through Dynamic Contextualization and Critique within the Literature Landscape3 Apr 2026
- 2026From Toil to Thought: Designing for Strategic Exploration and Responsible AI in Systematic Literature Reviews21 Jan 2026
- 2025Attribution Gradients: Incrementally Unfolding Citations for Critical Examination of Attributed AI Answers1 Oct 2025
- 2025TreeReader: A Hierarchical Academic Paper Reader Powered by Language Models25 Jul 2025
- 2025Words as Bridges: Exploring Computational Support for Cross-Disciplinary Translation Work24 Mar 2025
- 2025Towards AI-assisted Academic Writing17 Mar 2025
- 2025From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems3 Mar 2025
- 2024AI-Enhanced Sensemaking: Exploring the Design of a Generative AI-Based Assistant to Support Genetic Professionals19 Dec 2024
- 2024Cocoa: Co-Planning and Co-Execution with AI Agents14 Dec 2024
- 2024SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers8 Nov 2024
- 2024DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration1 Aug 2024
12 newest of 20 All 20 (JSON)