b'Dakuo Wang'

research

∙ 09/20/2023

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

The widespread use of Large Language Model (LLM)-based conversational ag...

0 Zhiping Zhang, et al. ∙

research

∙ 09/17/2023

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

Despite the plethora of telehealth applications to assist home-based old...

0 Ziqi Yang, et al. ∙

research

∙ 08/07/2023

PaniniQA: Enhancing Patient Education Through Interactive Question Answering

Patient portal allows discharged patients to access their personalized d...

0 Pengshan Cai, et al. ∙

research

∙ 07/26/2023

Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data

Advances in large language models (LLMs) have empowered a variety of app...

0 Xuhai Xu, et al. ∙

research

∙ 05/26/2023

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

Social biases and stereotypes are embedded in our culture in part throug...

0 Paulina Toro Isaza, et al. ∙

research

∙ 05/04/2023

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

Human-annotated labels and explanations are critical for training explai...

0 Bingsheng Yao, et al. ∙

research

∙ 03/06/2023

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

Machine learning practitioners often end up tunneling on low-level techn...

0 Michelle S. Lam, et al. ∙

research

∙ 10/20/2022

MBTI Personality Prediction for Fictional Characters Using Movie Scripts

An NLP model that understands stories should be able to understand the c...

0 Yisi Sang, et al. ∙

research

∙ 08/17/2022

NECE: Narrative Event Chain Extraction Toolkit

NECE is an event-based text analysis toolkit built for narrative documen...

0 Guangxuan Xu, et al. ∙

research

∙ 08/02/2022

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

Text classification can be useful in many real-world scenarios, saving a...

0 Eyal Shnarch, et al. ∙

research

∙ 05/07/2022

Towards a Progression-Aware Autonomous Dialogue Agent

Recent advances in large-scale language modeling and generation have ena...

0 Abraham Sanders, et al. ∙

research

∙ 05/01/2022

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

More and more investors and machine learning models rely on social media...

3 Yong Xie, et al. ∙

research

∙ 03/27/2022

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

Generating educational questions of fairytales or storybooks is vital fo...

0 Zhenjie Zhao, et al. ∙

research

∙ 03/26/2022

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

Question answering (QA) is a fundamental means to facilitate assessment ...

18 Ying Xu, et al. ∙

research

∙ 03/21/2022

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

Creating presentation slides is a critical but time-consuming task for d...

5 Chengbo Zheng, et al. ∙

research

∙ 02/13/2022

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

Despite its benefits for children's skill development and parent-child b...

1 Zheng Zhang, et al. ∙

research

∙ 11/20/2021

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

Livestream shopping is getting more and more popular as a new shopping f...

0 Qunfang Wu, et al. ∙

research

∙ 10/03/2021

Human-Centered AI for Data Science: A Systematic Approach

Human-Centered AI (HCAI) refers to the research effort that aims to desi...

0 Dakuo Wang, et al. ∙

research

∙ 10/03/2021

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

Geographically dispersed teams often face challenges in coordination and...

0 Dakuo Wang, et al. ∙

research

∙ 09/08/2021

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

Existing question answering (QA) datasets are created mainly for the app...

30 Bingsheng Yao, et al. ∙

research

∙ 05/08/2021

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

Presentations are critical for communication in all areas of our lives, ...

0 Edward Sun, et al. ∙

research

∙ 04/09/2021

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

Automated Machine Learning (AutoML) is a rapidly growing set of technolo...

6 Shweta Narkar, et al. ∙

research

∙ 03/31/2021

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

Many data scientists use Jupyter notebook to experiment code, visualize ...

19 Xuye Liu, et al. ∙

research

∙ 03/25/2021

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

Prior works on formalizing explanations of a graph neural network (GNN) ...

10 Yi Sun, et al. ∙

research

∙ 02/24/2021

Themisto: Towards Automated Documentation Generation in Computational Notebooks

Computational notebooks allow data scientists to express their ideas thr...

0 April Yi Wang, et al. ∙

research

∙ 01/13/2021

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

The development of AI applications is a multidisciplinary effort, involv...

61 David Piorkowski, et al. ∙

research

∙ 01/13/2021

AutoDS: Towards Human-Centered Automation of Data Science

Data science (DS) projects often follow a lifecycle that consists of lab...

0 Dakuo Wang, et al. ∙

research

∙ 01/07/2021

How Much Automation Does a Data Scientist Want?

Data science and machine learning (DS/ML) are at the heart of the recent...

54 Dakuo Wang, et al. ∙

research

∙ 01/04/2021

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

Chatbots systems, despite their popularity in today's HCI and CSCW resea...

7 Liuping Wang, et al. ∙

research

∙ 01/04/2021

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

Artificial intelligence (AI) technology has been increasingly used in th...

0 Dakuo Wang, et al. ∙

research

∙ 06/17/2020

Solving Constrained CASH Problems with ADMM

The CASH problem has been widely studied in the context of automated con...

0 Parikshit Ram, et al. ∙

research

∙ 02/06/2020

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

The "mind-controlling" capability has always been in mankind's fantasy. ...

0 Di Wu, et al. ∙

research

∙ 01/18/2020

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

Today, the prominence of data science within organizations has given ris...

24 Amy X. Zhang, et al. ∙

research

∙ 01/17/2020

Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems

We explore trust in a relatively new area of data science: Automated Mac...

0 Jaimie Drozdal, et al. ∙

research

∙ 12/13/2019

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

Artificial Intelligence (AI) can now automate the algorithm selection, f...

0 Daniel Karl I. Weidele, et al. ∙

research

∙ 09/08/2019

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

In recent years there has been an increasing trend in which data scienti...

72 Yaoli Mao, et al. ∙

research

∙ 09/05/2019

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

The rapid advancement of artificial intelligence (AI) is changing our li...

0 Dakuo Wang, et al. ∙

research

∙ 06/04/2019

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

Despite the long history of studying instant messaging usage in organiza...

0 Dakuo Wang, et al. ∙

research

∙ 02/04/2019

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

Most approaches to extraction multiple relations from a paragraph requir...

4 Haoyu Wang, et al. ∙

Dakuo Wang

Featured Co-authors