Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design.

[BibT_eX]

[DOI]

Qian Zhu

Dakuo Wang

Proceedings of the Designing Interactive Systems Conference, 2024

2023

Malicious Selling Strategies in Livestream E-commerce: A Case Study of Alibaba's Taobao and ByteDance's TikTok.

[BibT_eX]

[DOI]

ACM Trans. Comput. Hum. Interact., 2023

PaniniQA: Enhancing Patient Education Through Interactive Question Answering.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2023

Editorial: Responsible AI in healthcare: opportunities, challenges, and best practices.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2023

Human-centered design and evaluation of AI-empowered clinical decision support systems: a systematic review.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2023

Bergeron: Combating Adversarial Attacks through a Conscience-Based Alignment Framework.

[BibT_eX]

[DOI]

CoRR, 2023

Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks.

[BibT_eX]

[DOI]

CoRR, 2023

More Samples or More Prompt Inputs? Exploring Effective In-Context Sampling for LLM Few-Shot Prompt Engineering.

[BibT_eX]

[DOI]

CoRR, 2023

FairytaleCQA: Integrating a Commonsense Knowledge Graph into Children's Storybook Narratives.

[BibT_eX]

[DOI]

CoRR, 2023

Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education.

[BibT_eX]

[DOI]

Mei Tan

Hansol Lee

Dakuo Wang

Hariharan Subramonyam

CoRR, 2023

'Don't Get Too Technical with Me': A Discourse Structure-Based Framework for Science Journalism.

[BibT_eX]

[DOI]

CoRR, 2023

Will the Prince Get True Love's Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts.

[BibT_eX]

[DOI]

CoRR, 2023

"Mango Mango, How to Let The Lettuce Dry Without A Spinner?": Exploring User Perceptions of Using An LLM-Based Conversational Assistant Toward Cooking Partner.

[BibT_eX]

[DOI]

CoRR, 2023

LLM-Powered Conversational Voice Assistants: Interaction Patterns, Opportunities, Challenges, and Design Guidelines.

[BibT_eX]

[DOI]

CoRR, 2023

"It's a Fair Game", or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents.

[BibT_eX]

[DOI]

CoRR, 2023

Talk2Care: Facilitating Asynchronous Patient-Provider Communication with Large-Language-Model.

[BibT_eX]

[DOI]

CoRR, 2023

Leveraging Large Language Models for Mental Health Prediction via Online Text Data.

[BibT_eX]

[DOI]

CoRR, 2023

Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales.

[BibT_eX]

[DOI]

CoRR, 2023

Beyond Labels: Empowering Human with Natural Language Explanations through a Novel Active-Learning Architecture.

[BibT_eX]

[DOI]

CoRR, 2023

SHAI 2023: Workshop on Designing for Safety in Human-AI Interactions.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

'Don't Get Too Technical with Me': A Discourse Structure-Based Framework for Automatic Science Journalism.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design.

[BibT_eX]

[DOI]

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Exploring the Use of Personalized AI for Identifying Misinformation on Social Media.

[BibT_eX]

[DOI]

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Documentation Matters: Human-Centered AI System to Assist Data Science Code Documentation in Computational Notebooks.

[BibT_eX]

[DOI]

ACM Trans. Comput. Hum. Interact., 2022

Group Chat Ecology in Enterprise Instant Messaging: How Employees Collaborate Through Multi-User Chat Channels on Slack.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2022

Organizational Distance Also Matters: How Organizational Distance Among Industrial Research Teams Affect Their Research Productivity.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2022

DeepBrain: Enabling Fine-Grained Brain-Robot Interaction through Human-Centered Learning of Coarse EEG Signals from Low-Cost Devices.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Human-Computer Integration: Towards Integrating the Human Body with the Computational Machine.

[BibT_eX]

[DOI]

Found. Trends Hum. Comput. Interact., 2022

KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base Construction.

[BibT_eX]

[DOI]

CoRR, 2022

NECE: Narrative Event Chain Extraction Toolkit.

[BibT_eX]

[DOI]

CoRR, 2022

Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours.

[BibT_eX]

[DOI]

CoRR, 2022

GEMv2: Multilingual NLG Benchmarking in a Single Line of Code.

[BibT_eX]

[DOI]

Alexandros Papangelis

Aman Madaan

Angelina McMillan-Major

Khyathi Raghavi Chandu

Laura Perez-Beltrachini

Leonardo F. R. Ribeiro

Pawan Sasanka Ammanamanchi

CoRR, 2022

DeepShovel: An Online Collaborative Platform for Data Extraction in Geoscience Literature with AI Assistance.

[BibT_eX]

[DOI]

CoRR, 2022

A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Towards a Progression-Aware Autonomous Dialogue Agent.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours.

[BibT_eX]

[DOI]

Martín Santillán Cooper

Dina Epelboim

Zheng Zhang

Dakuo Wang

Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

MBTI Personality Prediction for Fictional Characters Using Movie Scripts.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work.

[BibT_eX]

[DOI]

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

StoryBuddy: A Human-AI Collaborative Chatbot for Parent-Child Interactive Storytelling with Flexible Parental Involvement.

[BibT_eX]

[DOI]

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Semantic Feature Discovery with Code Mining and Semantic Type Detection.

[BibT_eX]

[DOI]

Kavitha Srinivas

Takaaki Tateishi

Daniel Karl I. Weidele

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

CASS: Towards Building a Social-Support Chatbot for Online Health Community.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2021

How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2021

Effect of AI Explanations on Human Perceptions of Patient-Facing AI-Powered Healthcare Systems.

[BibT_eX]

[DOI]

J. Medical Syst., 2021

Patients' perceptions of using artificial intelligence (AI)-based technology to comprehend radiology imaging data.

[BibT_eX]

[DOI]

Health Informatics J., 2021

Malicious Selling Strategies in Livestream Shopping: A Case Study of Alibaba's Taobao and ByteDance's Douyin.

[BibT_eX]

[DOI]

CoRR, 2021

Human-Centered AI for Data Science: A Systematic Approach.

[BibT_eX]

[DOI]

Dakuo Wang

Xiaojuan Ma

April Yi Wang

CoRR, 2021

Organizational Distance Also Matters: A Case Study of Distributed Research Teams and their Paper Productivity.

[BibT_eX]

[DOI]

CoRR, 2021

It is AI's Turn to Ask Human a Question: Question and Answer Pair Generation for Children Storybooks in FairytaleQA Dataset.

[BibT_eX]

[DOI]

CoRR, 2021

HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks.

[BibT_eX]

[DOI]

CoRR, 2021

Preserve, Promote, or Attack? GNN Explanation via Topology Perturbation.

[BibT_eX]

[DOI]

CoRR, 2021

Themisto: Towards Automated Documentation Generation in Computational Notebooks.

[BibT_eX]

[DOI]

CoRR, 2021

How Much Automation Does a Data Scientist Want?

[BibT_eX]

[DOI]

CoRR, 2021

CASS: Towards Building a Social-Support Chatbot for Online Health Community.

[BibT_eX]

[DOI]

CoRR, 2021

"Brilliant AI Doctor" in Rural China: Tensions and Challenges in AI-Powered CDSS Deployment.

[BibT_eX]

[DOI]

CoRR, 2021

Same benefits, different communication patterns: Comparing Children's reading with a conversational agent vs. a human partner.

[BibT_eX]

[DOI]

Comput. Educ., 2021

Data-Debugging Through Interactive Visual Explanations.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2021

D2S: Document-to-Slide Generation Via Query-Based Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML.

[BibT_eX]

[DOI]

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks.

[BibT_eX]

[DOI]

Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

Graph-Augmented Code Summarization in Computational Notebooks.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Towards A Diverse, Inclusive, Accessible and Equitable AAAI International Conference on Web and Social Media (ICWSM).

[BibT_eX]

[DOI]

Brooke Foucault Welles

Proceedings of the Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media, 2021

Automated Data Science for Relational Data.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

"Brilliant AI Doctor" in Rural Clinics: Challenges in AI-Powered Clinical Decision Support System Deployment.

[BibT_eX]

[DOI]

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

What Makes a Well-Documented Notebook? A Case Study of Data Scientists' Documentation Practices in Kaggle.

[BibT_eX]

[DOI]

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Designing AI to Work WITH or FOR People?

[BibT_eX]

[DOI]

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

AutoDS: Towards Human-Centered Automation of Data Science.

[BibT_eX]

[DOI]

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

AutoText: An End-to-End AutoAI Framework for Text.

[BibT_eX]

[DOI]

Alexandre V. Evfimievski

Sairam Gurajada

Ban Kawas

A. Cristiano I. Malossi

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

How do Data Science Workers Collaborate? Roles, Workflows, and Tools.

[BibT_eX]

[DOI]

Amy X. Zhang

Michael J. Muller

Dakuo Wang

Proc. ACM Hum. Comput. Interact., 2020

Solving Constrained CASH Problems with ADMM.

[BibT_eX]

[DOI]

CoRR, 2020

DeepBrain: Towards Personalized EEG Interaction through Attentional and Embedded LSTM Learning.

[BibT_eX]

[DOI]

CoRR, 2020

IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Data Science with Human in the Loop, 2020

AutoAIViz: opening the blackbox of automated artificial intelligence with conditional parallel coordinates.

[BibT_eX]

[DOI]

Daniel Karl I. Weidele

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop.

[BibT_eX]

[DOI]

Dakuo Wang

Parikshit Ram

Daniel Karl I. Weidele

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems.

[BibT_eX]

[DOI]

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

From Human-Human Collaboration to Human-AI Collaboration: Designing AI Systems That Can Work Together with People.

[BibT_eX]

[DOI]

Dakuo Wang

Elizabeth F. Churchill

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

Next Steps for Human-Computer Integration.

[BibT_eX]

[DOI]

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Chinese CHI 2020 Workshop.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

Lay individuals' perceptions of artificial intelligence ( AI )-empowered healthcare systems.

[BibT_eX]

[DOI]

Proceedings of the Information for a Sustainable World: Addressing Society's Grand Challenges, 2020

An ADMM Based Framework for AutoML Pipeline Configuration.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2019

How Data ScientistsWork Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?

[BibT_eX]

[DOI]

Aleksandra Mojsilovic

Proc. ACM Hum. Comput. Interact., 2019

AutoAIViz: Opening the Blackbox of Automated Artificial Intelligence with Conditional Parallel Coordinates.

[BibT_eX]

[DOI]

Daniel Karl I. Weidele

CoRR, 2019

How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?

[BibT_eX]

[DOI]

Aleksandra Mojsilovic

CoRR, 2019

Slack Channels Ecology in Enterprises: How Employees Collaborate Through Group Chat.

[BibT_eX]

[DOI]

CoRR, 2019

Out-of-Domain Detection for Low-Resource Text Classification Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Context-Aware Conversation Thread Detection in Multi-Party Chat.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation.

[BibT_eX]

[DOI]

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Conversational Agents: Acting on the Wave of Research and Development.

[BibT_eX]

[DOI]

Andrés Monroy-Hernández

Dakuo Wang

Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

HCI in China: Research Agenda, Education Curriculum, Industry Partnership, and Communities Building.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

What Can Gestures Tell?: Detecting Motor Impairment in Early Parkinson's from Common Touch Gestural Interactions.

[BibT_eX]

[DOI]

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Projecting Life Onto Robots: The Effects of Cultural Factors and Design Type on Multi-Level Evaluations of Robot Anthropomorphism.

[BibT_eX]

[DOI]

Haodan Tan

Dakuo Wang

Selma Sabanovic

Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018

Face Value?

[BibT_eX]

[DOI]

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

All Work and No Play?

[BibT_eX]

[DOI]

Q. Vera Liao

Muhammed Mas-ud Hussain

Praveen Chandar

Matthew Davis

Yasaman Khazaeni

Marco Patricio Crasso

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Implicit Detection of Motor Impairment in Parkinson's Disease from Everyday Smartphone Interactions.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

How People Write Together Now: Beginning the Investigation with Advanced Undergraduates in a Project Course.

[BibT_eX]

[DOI]

ACM Trans. Comput. Hum. Interact., 2017

Why Users Do Not Want to Write Together When They Are Writing Together: Users' Rationales for Today's Collaborative Writing Practices.

[BibT_eX]

[DOI]

Dakuo Wang

Haodan Tan

Tun Lu

Proc. ACM Hum. Comput. Interact., 2017

Hacking with NPOs: Collaborative Analytics and Broker Roles in Civic Data Hackathons.

[BibT_eX]

[DOI]

Youyang Hou

Dakuo Wang

Proc. ACM Hum. Comput. Interact., 2017

Synchronous Collaborative Writing in the Classroom: Undergraduates' Collaboration Practices and their Impact on Writing Style, Quality, and Quantity.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

2016

Exploring and Supporting Today's Collaborative Writing.

[BibT_eX]

[DOI]

Dakuo Wang

PhD thesis, 2016

How People Write Together Now: Exploring and Supporting Today's Computer-Supported Collaborative Writing.

[BibT_eX]

[DOI]

Dakuo Wang

Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, 2016

Exploring and Supporting Today's Collaborative Writing.

[BibT_eX]

[DOI]

Dakuo Wang

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Internet Censorship in China: Examining User Awareness and Attitudes.

[BibT_eX]

[DOI]

Dakuo Wang

Gloria Mark

ACM Trans. Comput. Hum. Interact., 2015

DocuViz: Visualizing Collaborative Writing.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

Dakuo Wang

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