Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols
@article{Head2021AugmentingSP, title={Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols}, author={Andrew Head and Kyle Lo and Dongyeop Kang and Raymond Fok and Sam Skjonsberg and Daniel S. Weld and Marti A. Hearst}, journal={Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems}, year={2021} }
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…
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References
SHOWING 1-10 OF 120 REFERENCES
Beyond paper: supporting active reading with free form digital ink annotations
- EducationCHI
- 1998
The XLibris “active reading machine” demonstrates that computers can help active readers organize and find information while retaining many of the advantages of reading on paper.
Enriching a document collection by integrating information extraction and PDF annotation
- Computer ScienceElectronic Imaging
- 2009
A high-accuracy citation extraction algorithm which significantly improves on earlier reported techniques, and a technique for integrating PDF processing with a conventional text-stream based information extraction pipeline.
Mathematical Language Processing Project
- Computer ScienceCICM Workshops
- 2014
Two approaches to discover identifier-definition tuples are compared and a simple pattern matching approach is used and a approach that uses part-of-speech tag based distances as well as sentence positions to calculate identifier- definition probabilities is presented.
PaperQuest: A Visualization Tool to Support Literature Review
- Computer ScienceCHI Extended Abstracts
- 2016
PaperQuest is presented, a visualization tool that supports efficient reading decisions, by only displaying the information useful at a given step of the review, in order to find and sort papers that are likely to be relevant to users.
SideNoter: Scholarly Paper Browsing System based on PDF Restructuring and Text Annotation
- Computer ScienceCOLING
- 2016
This system provides ways to extract natural language sentences from PDF files together with their logical structures, and also to map arbitrary textual spans to their corresponding regions on page images, and is planned to make widely available to NLP researchers.
The reader's helper: a personalized document reading environment
- Computer ScienceCHI '99
- 1999
A anew document reading environment is introduced called the Readers HelperTM, which supports the reading of electronic and paper documents and produces arelevance score for each of the readers topics of interest, thereby helping the reader decide whether the document is actually worthskimming or reading.
Elastic Documents: Coupling Text and Tables through Contextual Visualizations for Enhanced Document Reading
- Computer ScienceIEEE Transactions on Visualization and Computer Graphics
- 2019
This paper parse the text content and data tables, cross-link the components using a keyword-based matching algorithm, and generate on-demand visualizations based on the reader's current focus within a document that couples text content with data tables contained in the document.
Mining Scientific Terms and their Definitions: A Study of the ACL Anthology
- Computer ScienceEMNLP
- 2013
DefMiner is presented, a supervised sequence labeling system that identifies scientific terms and their accompanying definitions and achieves 85% F1 on a Wikipedia benchmark corpus, significantly improving the previous state-of-the-art by 8%.
Stencils-based tutorials: design and evaluation
- Computer ScienceCHI
- 2005
Stencils, an interaction technique for presenting tutorials that uses translucent colored stencils containing holes that direct the user's attention to the correct interface component and prevent the user from interacting with other components, is introduced.
Hypertext: An Introduction and Survey
- Art, Computer ScienceComputer
- 1987
A survey of existing hypertext systems, their applications, and their design is both an introduction to the world of hypertext and a survey of some of the most important design issues that go into fashioning a hypertext environment.