Annotated Papers

Best used with a larger screen.

2024
Drafting, Revision
Technical, Professional, Personal
Descriptive, Persuasive, Entertainment
Specific Objectives
Specified
Profession
Profession
Agency, Ownership, Trust, Transparency
Agency, Ownership, Trust, Transparency
Foundation model
Tool
Human evaluation
Linguistic quality, Style & adequacy
Latency
Explicit
Selection
Text editor
Writing area
Formatting, Location
Tool
User-initiated, System-initiated
Proposal
Model
Input text
Usability consistency
Free and open-source software

2023
Revision
Professional
Feedback, Persuasive
Detailed Requirements, General Direction
Specified
Textual coherence
Textual coherence
Ownership, Availability, Trust
Ownership, Availability, Trust, Agency
Writing expertise
Writing expertise
Expert
Unknown
Statistical ML model, Rule-based model
Data
Regression
Supervised learning
Fine-tuning
Machine-learned evaluation
Linguistic quality
Cost
Implicit, Explicit
Inspiration, No integration
Other, Text editor
Separated
Location
Tool
User-initiated
Analysis
Deterministic
Input text
Designing with stakeholders
Writing

2023
Machine, Expert
Large (<1M)
Foundation model
Data
Generation
Supervised learning
Fine-tuning
Automatic evaluation, Human evaluation
Linguistic quality
Cost

2023
Revision
Professional, Academic
Feedback, Persuasive
General Direction, Specific Objectives
Implied
Education
Education
Textual coherence
Textual coherence
Ownership
Ownership
Writing expertise
Writing expertise
User, Machine
Large (<1M)
Deep neural network
Data
Classification
Supervised learning
Fine-tuning
Automatic evaluation
Linguistic quality
Cost

2023
Drafting
Other
Descriptive
Specific Objectives
Specified
Other, Profession
Other, Profession
Textual diversity, Explainability
Textual coherence, Explainability
Other
Other
Efficiency
Efficiency
Rule-based model
Tool
Human evaluation
Style & adequacy
No control
Inspiration, No integration
Text editor
Separated
Location
Tool
System-initiated
Proposal, Analysis
Curated
Input text
Designing with stakeholders
Writing

2023
Revision
Professional
Educational, Persuasive
Detailed Requirements, Specific Objectives
Specified
Education
Education
Other, Explainability
Other, Explainability
Ownership, Trust
Ownership, Trust
Writing expertise, Other
Writing expertise, Other, Efficiency
Expert
Large (<1M)
Foundation model
Data
Classification
Supervised learning
Fine-tuning
Human evaluation, Automatic evaluation
Other
Implicit
Inspiration
Text editor
Separated
Location, Media type, Formatting
Tool
User-initiated
Analysis
Model
Input text
Designing with stakeholders
Conventions
Writing

2023
Profession
Personalization
Ownership
Availability, Trust
Writing expertise
Designing with stakeholders
Conventions

2023
Revision
Feedback
Detailed Requirements
Language & culture
Textual coherence
Textual coherence
Writing expertise
Writing expertise
Expert, Other, User
Extremely large (>1M)
Foundation model
Rewriting, Classification
Supervised learning
Fine-tuning
Automatic evaluation, Human-machine evaluation
Linguistic quality, Style & adequacy
Analysis
Model
Input text

2023
Language & culture, Profession
Other
Other
Efficiency
Authors
Medium (<10k)

2023
Revision
Academic
Feedback, Persuasive
Detailed Requirements, Specific Objectives
Implied
Education
Education
Other
Writing expertise, Other
Writing expertise, Other
User, Expert
Medium (<10k)
Foundation model, Deep neural network
Classification
Supervised learning
Fine-tuning
Automatic evaluation, Human evaluation, Human-machine evaluation
Other
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Authors: Mina Lee , Katy Ilonka Gero, John Joon Young Chung, Simon Buckingham Shum, Vipul Raheja, Hua Shen, Subhashini Venugopalan, Thiemo Wambsganss, David Zhou, Emad A. Alghamdi, Tal August, Avinash Bhat, Madiha Zahrah Choksi, Senjuti Dutta, Jin L.C. Guo, Md Naimul Hoque, Yewon Kim, Seyed Parsa Neshaei, Agnia Sergeyuk, Antonette Shibani, Disha Shrivastava, Lila Shroff, Jessi Stark, Sarah Sterman, Sitong Wang, Antoine Bosselut, Daniel Buschek, Joseph Chee Chang, Sherol Chen, Max Kreminski, Joonsuk Park, Roy Pea, Eugenia H. Rho, Shannon Zejiang Shen, Pao Siangliulue

Core group of annotators: Avinash Bhat, Simon Buckingham Shum, Agnia Sergeyuk, Yewon Kim, David Zhou, Emad A. Alghamdi, Jin L.C. Guo, Seyed Parsa Neshaei, Hua Shen, Md Naimul Hoque, Madiha Zahrah Choksi, Katy Ilonka Gero, Sarah Sterman, Antonette Shibani, Mina Lee

Designer of this artifact: Shannon Zejiang Shen, Mina Lee