LC
Lydia Chilton
cs.HCcs.CLcs.AIcs.CYcs.MAcs.SEcs.ARcs.CRcs.ETcs.PF
On Valency
published · living versionsW_esrhtcv2·v1 · currentpublished
Who Shaped What? Untangling Human and AI Creative Contributions Through Spatial Provenance in Image Editing
with Riya Sahni, Christine Dierk, Eunyee Koh, Doga Dogan +1
1 version
W_r6xkyhyj·v1published
Preprints & journals
50 papers in the corpus · 2010–2026Ask Less, Ask Better: Allocating User Attention in Proactive LLM Agents with Interruption Budgets2610.24411v1 · Xuanming Zhang, Amir H. Rezaeian, Miguel Ballesteros et al.2026 · 0 citationsarXivon Valency
SPEAR: Five Principles for Interactive Human-Agent Alignment2610.07204v1 · Tao Long, Lydia B. Chilton2026 · 0 citationsarXiv
FlowCheck: Helping End-Users Specify and Verify Intent in Vibe-Coded Web Apps2608.28880v1 · Reya Vir, Lydia Chilton, Zhuo Zhang et al.2026 · 0 citationsarXiv
PERSONAJUDGE: Simulating Individual Human Preference Judgments with Evaluator-Specific Demonstration Data2607.05742v1 · Zeyu He, Xuan Qi, Subramanian Chidambaram et al.2026 · 0 citationsarXiv
Designing for the Moment: How One-Minute Interventions Fit or Falter Across Domains2605.29051v1 · Zahra Hassanzadeh, Anne Hsu, Rachel Kornfield et al.2026 · 0 citationsarXiv
Conversational Customization of Productivity Systems: A Design Probe of Malleable AI Interfaces2605.11149v1 · Karthik Sreedhar, Aryan Kaul, Lydia B. Chilton2026 · 0 citationsarXiv
ZORO: Active Controls to Support Rule Following in Vibe Coding2604.15625v3 · Jenny Ma, Sitong Wang, Joshua H. Kung et al.2026 · 0 citationsarXiv
Identifying, Explaining, and Correcting Ableist Language with AI2602.19560v1 · Kynnedy Simone Smith, Lydia B. Chilton, Danielle Bragg2026 · 2 citationsarXiv
Budget-Aware Anytime Reasoning with LLM-Synthesized Preference Data2601.11038v2 · Xuanming Zhang, Shwan Ashrafi, Aziza Mirsaidova et al.2026 · 0 citationsarXiv
Rewriting Video: Text-Driven Reauthoring of Video Footage2601.08565v2 · Sitong Wang, Anh Truong, Lydia B. Chilton et al.2026 · 1 citationarXiv
DoubleAgents: Human-Agent Alignment in a Socially Embedded Workflow2509.12626v4 · Tao Long, Xuanming Zhang, Sitong Wang et al.2025 · 0 citationsarXiv
Micro-Health Interventions: Exploring Design Strategies for 1-Minute Interventions as a Gateway to Healthy Habits2508.09312v1 · Zahra Hassanzadeh, David Haag, Lydia Chilton et al.2025 · 0 citationsarXiv
OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation2506.05606v7 · Ziyi Wang, Yuxuan Lu, Wenbo Li et al.2025 · 0 citationsarXiv
Schemex: Discovering Structural Abstractions from Examples2504.11795v3 · Sitong Wang, Samia Menon, Dingzeyu Li et al.2025 · 0 citationsarXiv
AgentDynEx: Nudging the Mechanics and Dynamics of Multi-Agent Simulations2504.09662v4 · Jenny Ma, Riya Sahni, Karthik Sreedhar et al.2025 · 0 citationsarXiv
Simulating Cooperative Prosocial Behavior with Multi-Agent LLMs: Evidence and Mechanisms for AI Agents to Inform Policy Decisions2502.12504v1 · Karthik Sreedhar, Alice Cai, Jenny Ma et al.2025 · 12 citationsarXiv
Beyond Training: How Workers Discover Value in Enterprise AI2502.13281v2 · Riya Sahni, Lydia B. Chilton2025 · 1 citationarXiv
AI Humor Generation: Cognitive, Social and Creative Skills for Effective Humor2502.07981v1 · Sean Kim, Lydia B. Chilton2025 · 1 citationarXiv
"I never would have thought to say this": Example-Based Exploration to Balance Scientists' Writing Preferences with Public Science Communication Strategies2502.05287v3 · Grace Li, Yuanyang Teng, Juna Kawai-Yue et al.2025 · 2 citationsarXiv
The Role of Human Creativity in the Presence of AI Creativity Tools at Work: A Case Study on AI-Driven Content Transformation in Journalism2502.05347v2 · Sitong Wang, Jocelyn McKinnon-Crowley, Tao Long et al.2025 · 2 citationsarXiv
JumpStarter: Human-AI Planning with Task-Structured Context Curation2410.03882v6 · Xuanming Zhang, Sitong Wang, Jenny Ma et al.2024 · 1 citationarXiv
DynEx: Dynamic Code Synthesis with Structured Design Exploration for Accelerated Exploratory Programming2410.00400v3 · Jenny Ma, Karthik Sreedhar, Vivian Liu et al.2024 · 4 citationsarXiv
Copying style, Extracting value: Illustrators' Perception of AI Style Transfer and its Impact on Creative Labor2409.17410v2 · Julien Porquet, Sitong Wang, Lydia B. Chilton2024 · 13 citationsarXiv
DIDUP: Dynamic Iterative Development for UI Prototyping2407.08474v1 · Jenny Ma, Karthik Sreedhar, Vivian Liu et al.2024 · 0 citationsarXiv
STORYSUMM: Evaluating Faithfulness in Story Summarization2407.06501v3 · Melanie Subbiah, Faisal Ladhak, Akankshya Mishra et al.2024 · 3 citationsarXiv
LogoMotion: Visually-Grounded Code Synthesis for Creating and Editing Animation2405.07065v2 · Vivian Liu, Rubaiat Habib Kazi, Li-Yi Wei et al.2024 · 13 citationsarXiv
Scrolly2Reel: Retargeting Graphics for Social Media Using Narrative Beats2403.18111v2 · Duy K. Nguyen, Jenny Ma, Pedro Alejandro Perez et al.2024 · 0 citationsarXiv
MoodSmith: Enabling Mood-Consistent Multimedia for AI-Generated Advocacy Campaigns2403.12356v1 · Samia Menon, Sitong Wang, Lydia Chilton2024 · 0 citationsarXiv
Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers2403.01061v3 · Melanie Subbiah, Sean Zhang, Lydia B. Chilton et al.2024 · 18 citationsarXiv
Not Just Novelty: A Longitudinal Study on Utility and Customization of an AI Workflow2402.09894v2 · Tao Long, Katy Ilonka Gero, Lydia B. Chilton2024 · 31 citationsarXiv
Simulating Human Strategic Behavior: Comparing Single and Multi-agent LLMs2402.08189v2 · Karthik Sreedhar, Lydia Chilton2024 · 13 citationsarXiv
PodReels: Human-AI Co-Creation of Video Podcast Teasers2311.05867v3 · Sitong Wang, Zheng Ning, Anh Truong et al.2023 · 33 citationsarXiv
Eliciting Topic Hierarchies from Large Language Models2310.19275v2 · Grace Li, Tao Long, Lydia B. Chilton2023 · 0 citationsarXiv
Challenges and Opportunities for the Design of Smart Speakers2306.05741v1 · Tao Long, Lydia B. Chilton2023 · 6 citationsarXiv
Tweetorial Hooks: Generative AI Tools to Motivate Science on Social Media2305.12265v2 · Tao Long, Dorothy Zhang, Grace Li et al.2023 · 5 citationsarXiv
STORYWARS: A Dataset and Instruction Tuning Baselines for Collaborative Story Understanding and Generation2305.08152v1 · Yulun Du, Lydia Chilton2023 · 4 citationsarXiv
ReelFramer: Human-AI Co-Creation for News-to-Video Translation2304.09653v3 · Sitong Wang, Samia Menon, Tao Long et al.2023 · 57 citationsarXiv
Generative Disco: Text-to-Video Generation for Music Visualization2304.08551v2 · Vivian Liu, Tao Long, Nathan Raw et al.2023 · 11 citationsarXiv
SafeText: A Benchmark for Exploring Physical Safety in Language Models2210.10045v1 · Sharon Levy, Emily Allaway, Melanie Subbiah et al.2022 · 16 citationsarXiv
How Much is Performance Worth to Users? A Quantitative Approach2204.13698v1 · Adam Hastings, Lydia B. Chilton, Simha Sethumadhavan2022 · 0 citationsarXiv
Opal: Multimodal Image Generation for News Illustration2204.09007v3 · Vivian Liu, Han Qiao, Lydia Chilton2022 · 104 citationsarXiv
Eliciting Gestures for Novel Note-taking Interactions2112.12126v1 · Katy Ilonka Gero, Lydia B. Chilton, Chris Melancon et al.2021 · 3 citationsarXiv
PopBlends: Strategies for Conceptual Blending with Large Language Models2111.04920v3 · Sitong Wang, Savvas Petridis, Taeahn Kwon et al.2021 · 63 citationsarXiv
Lightweight Decoding Strategies for Increasing Specificity2110.11850v1 · Katy Ilonka Gero, Chris Kedzie, Savvas Petridis et al.2021 · 0 citationsarXiv
Sparks: Inspiration for Science Writing using Language Models2110.07640v1 · Katy Ilonka Gero, Vivian Liu, Lydia B. Chilton2021 · 164 citationsarXiv
Design Guidelines for Prompt Engineering Text-to-Image Generative Models2109.06977v3 · Vivian Liu, Lydia B. Chilton2021 · 633 citationsarXiv
Hierarchical Summarization for Longform Spoken Dialog2108.09597v1 · Daniel Li, Thomas Chen, Albert Tung et al.2021 · 19 citationsarXiv
Low-Level Linguistic Controls for Style Transfer and Content Preservation1911.03385v1 · Katy Gero, Chris Kedzie, Jonathan Reeve et al.2019 · 6 citationsarXiv
Cicero: Multi-Turn, Contextual Argumentation for Accurate Crowdsourcing1810.10733v1 · Quanze Chen, Jonathan Bragg, Lydia B. Chilton et al.2018 · 11 citationsarXiv
The Labor Economics of Paid Crowdsourcing1001.0627v1 · John Horton, Lydia Chilton2010 · 615 citationsarXiv
Career total: 132 works. 50 are in this corpus.
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