~/talk

PaperBridge: Crafting Research Narratives through Human-AI Co-Exploration

on YouTube 13m
Talkat UIST 2025 · 2025-09-28..10-01· [ai-assisted-development, documentation]

speakers

name:Runhua ZHANG
links:none on file
name:Yang Ouyang
links:none on file
name:Leixian Shen
links:none on file
name:Yuying Tang
links:none on file
name:Xiaojuan Ma
links:none on file
name:Huamin Qu
links:none on file
name:Xian Xu
links:none on file

resources

video:https://youtu.be/2Vyl_8cUA8k
slides:none on file

summary

Tool that pulls publications from Google Scholar, clusters them with LLMs, and lets users alternate between bi-directional analysis engine top-down intent and bottom-up paper grouping; it encodes narratives in an editable JSON schema, offers four framework patterns (parallel, linear, coordinate, circular), generates contribution statements and slide drafts, and supports locking and iterative edits. Content analysis of 53 HCI talks informs three narrative components, and a user study (N=12) reports low cognitive burden and positive usability for crafting alternative research narratives.

AI-written summary · about

chapters (7)

  1. 0:00Introduction and motivation
  2. 1:57Research narrative challenges
  3. 4:42PaperBridge workflow overview
  4. 7:55Top-down and bottom-up exploration
  5. 9:19User study findings
  6. 10:43Future directions and reflections
  7. 11:45Q&A session

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