p7cs.HC

Category

cs.HC

131 papers

HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models

Sharon Zhou, Mitchell L. Gordon, Ranjay Krishna, Austin Narcomey, Li Fei-Fei, Michael S. Bernstein

1904.01121

Is ChatGPT better than Human Annotators? Potential and Limitations of ChatGPT in Explaining Implicit Hate Speech

Fan Huang, Haewoon Kwak, Jisun An

2302.07736

How Much Automation Does a Data Scientist Want?

Dakuo Wang, Q. Vera Liao, Yunfeng Zhang, Udayan Khurana, Horst Samulowitz, Soya Park, Michael Muller, Lisa Amini

2101.03970

Avoiding Imposters and Delinquents: Adversarial Crowdsourcing and Peer Prediction

Jacob Steinhardt, Gregory Valiant, Moses Charikar

1606.05374

AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts

Tongshuang Wu, Michael Terry, Carrie J. Cai

2110.01691

Crowdsourcing Multiple Choice Science Questions

Johannes Welbl, Nelson F. Liu, Matt Gardner

1707.06209

Automated Rationale Generation: A Technique for Explainable AI and its Effects on Human Perceptions

Upol Ehsan, Pradyumna Tambwekar, Larry Chan, Brent Harrison, Mark Riedl

1901.03729

The Design and Implementation of XiaoIce, an Empathetic Social Chatbot

Li Zhou, Jianfeng Gao, Di Li, Heung-Yeung Shum

1812.08989

Is Your Toxicity My Toxicity? Exploring the Impact of Rater Identity on Toxicity Annotation

Nitesh Goyal, Ian Kivlichan, Rachel Rosen, Lucy Vasserman

2205.00501

Grounded Copilot: How Programmers Interact with Code-Generating Models

Shraddha Barke, Michael B. James, Nadia Polikarpova

2206.15000

Unsupervised Evaluation of Interactive Dialog with DialoGPT

Shikib Mehri, Maxine Eskenazi

2006.12719

Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making

Carrie J. Cai, Emily Reif, Narayan Hegde, Jason Hipp, Been Kim, Daniel Smilkov, Martin Wattenberg, Fernanda Viegas, Greg S. Corrado, Martin C. Stumpe, Michael Terry

1902.02960

'It's Reducing a Human Being to a Percentage'; Perceptions of Justice in Algorithmic Decisions

Reuben Binns, Max Van Kleek, Michael Veale, Ulrik Lyngs, Jun Zhao, Nigel Shadbolt

1801.10408

GLTR: Statistical Detection and Visualization of Generated Text

Sebastian Gehrmann, Hendrik Strobelt, Alexander M. Rush

1906.04043

Generative and Discriminative Voxel Modeling with Convolutional Neural Networks

Andrew Brock, Theodore Lim, J. M. Ritchie, Nick Weston

1608.04236

Detection and Resolution of Rumours in Social Media: A Survey

Arkaitz Zubiaga, Ahmet Aker, Kalina Bontcheva, Maria Liakata, Rob Procter

1704.00656

What is it like to program with artificial intelligence?

Advait Sarkar, Andrew D. Gordon, Carina Negreanu, Christian Poelitz, Sruti Srinivasa Ragavan, Ben Zorn

2208.06213

GPT detectors are biased against non-native English writers

Weixin Liang, Mert Yuksekgonul, Yining Mao, Eric Wu, James Zou

2304.02819

Effect of Confidence and Explanation on Accuracy and Trust Calibration in AI-Assisted Decision Making

Yunfeng Zhang, Q. Vera Liao, Rachel K. E. Bellamy

2001.02114

A Survey of Available Corpora for Building Data-Driven Dialogue Systems

Iulian Vlad Serban, Ryan Lowe, Peter Henderson, Laurent Charlin, Joelle Pineau

1512.05742

Adding Conditional Control to Text-to-Image Diffusion Models

Lvmin Zhang, Anyi Rao, Maneesh Agrawala

2302.05543

Language Models as Zero-Shot Trajectory Generators

Teyun Kwon, Norman Di Palo, Edward Johns

2310.11604

CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation

Mark Diaz, Ian D. Kivlichan, Rachel Rosen, Dylan K. Baker, Razvan Amironesei, Vinodkumar Prabhakaran, Emily Denton

2206.08931

Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing

Hao Fei, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan

2412.19806

Measuring Progress on Scalable Oversight for Large Language Models

Samuel R. Bowman, Jeeyoon Hyun, Ethan Perez, Edwin Chen, Craig Pettit, Scott Heiner, Kamilė Lukošiūtė, Amanda Askell, Andy Jones, Anna Chen, Anna Goldie, Azalia Mirhoseini, Cameron McKinnon, Christopher Olah, Daniela Amodei, Dario Amodei, Dawn Drain, Dustin Li, Eli Tran-Johnson, Jackson Kernion, Jamie Kerr, Jared Mueller, Jeffrey Ladish, Joshua Landau, Kamal Ndousse, Liane Lovitt, Nelson Elhage, Nicholas Schiefer, Nicholas Joseph, Noemí Mercado, Nova DasSarma, Robin Larson, Sam McCandlish, Sandipan Kundu, Scott Johnston, Shauna Kravec, Sheer El Showk, Stanislav Fort, Timothy Telleen-Lawton, Tom Brown, Tom Henighan, Tristan Hume, Yuntao Bai, Zac Hatfield-Dodds, Ben Mann, Jared Kaplan

2211.03540

The Second Conversational Intelligence Challenge (ConvAI2)

Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W Black, Alexander Rudnicky, Jason Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston

1902.00098

AI Alignment and Social Choice: Fundamental Limitations and Policy Implications

Abhilash Mishra

2310.16048

Quantifying Search Bias: Investigating Sources of Bias for Political Searches in Social Media

Juhi Kulshrestha, Motahhare Eslami, Johnnatan Messias, Muhammad Bilal Zafar, Saptarshi Ghosh, Krishna P. Gummadi, Karrie Karahalios

1704.01347

RuleMatrix: Visualizing and Understanding Classifiers with Rules

Yao Ming, Huamin Qu, Enrico Bertini

1807.06228

The Self-Perception and Political Biases of ChatGPT

Jérôme Rutinowski, Sven Franke, Jan Endendyk, Ina Dormuth, Markus Pauly

2304.07333

Productivity Assessment of Neural Code Completion

Albert Ziegler, Eirini Kalliamvakou, Shawn Simister, Ganesh Sittampalam, Alice Li, Andrew Rice, Devon Rifkin, Edward Aftandilian

2205.06537

Visualizing Large-scale and High-dimensional Data

Jian Tang, Jingzhou Liu, Ming Zhang, Qiaozhu Mei

1602.00370

EvalLM: Interactive Evaluation of Large Language Model Prompts on User-Defined Criteria

Tae Soo Kim, Yoonjoo Lee, Jamin Shin, Young-Ho Kim, Juho Kim

2309.13633

SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

John Yang, Carlos E. Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, Ofir Press

2405.15793

Machine Teaching: A New Paradigm for Building Machine Learning Systems

Patrice Y. Simard, Saleema Amershi, David M. Chickering, Alicia Edelman Pelton, Soroush Ghorashi, Christopher Meek, Gonzalo Ramos, Jina Suh, Johan Verwey, Mo Wang, John Wernsing

1707.06742

A Data-Driven Analysis of Workers' Earnings on Amazon Mechanical Turk

Kotaro Hara, Abi Adams, Kristy Milland, Saiph Savage, Chris Callison-Burch, Jeffrey Bigham

1712.05796

Click Carving: Segmenting Objects in Video with Point Clicks

Suyog Dutt Jain, Kristen Grauman

1607.01115

Warmth and competence in human-agent cooperation

Kevin R. McKee, Xuechunzi Bai, Susan T. Fiske

2201.13448

From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces

Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova

2306.00245

PromptChainer: Chaining Large Language Model Prompts through Visual Programming

Tongshuang Wu, Ellen Jiang, Aaron Donsbach, Jeff Gray, Alejandra Molina, Michael Terry, Carrie J Cai

2203.06566

VizLinter: A Linter and Fixer Framework for Data Visualization

Qing Chen, Fuling Sun, Xinyue Xu, Zui Chen, Jiazhe Wang, Nan Cao

2108.10299

Inseq: An Interpretability Toolkit for Sequence Generation Models

Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal, Malvina Nissim, Arianna Bisazza

2302.13942

Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthy

Ben Shneiderman

2002.04087

MindAgent: Emergent Gaming Interaction

Ran Gong, Qiuyuan Huang, Xiaojian Ma, Hoi Vo, Zane Durante, Yusuke Noda, Zilong Zheng, Song-Chun Zhu, Demetri Terzopoulos, Li Fei-Fei, Jianfeng Gao

2309.09971

Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies

Vivian Lai, Chacha Chen, Q. Vera Liao, Alison Smith-Renner, Chenhao Tan

2112.11471

Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support

Ashish Sharma, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff

2203.15144

ChatGPT for Robotics: Design Principles and Model Abilities

Sai Vemprala, Rogerio Bonatti, Arthur Bucker, Ashish Kapoor

2306.17582

Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Jianwei Yang, Hao Zhang, Feng Li, Xueyan Zou, Chunyuan Li, Jianfeng Gao

2310.11441

Generative Agents: Interactive Simulacra of Human Behavior

Joon Sung Park, Joseph C. O'Brien, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein

2304.03442

Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection

Maarten Sap, Swabha Swayamdipta, Laura Vianna, Xuhui Zhou, Yejin Choi, Noah A. Smith

2111.07997

DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Zijie J. Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, Duen Horng Chau

2210.14896

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

Amy X. Zhang, Michael Muller, Dakuo Wang

2001.06684

Look Before you Speak: Visually Contextualized Utterances

Paul Hongsuck Seo, Arsha Nagrani, Cordelia Schmid

2012.05710

Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models

Hendrik Strobelt, Albert Webson, Victor Sanh, Benjamin Hoover, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush

2208.07852

Improving fairness in machine learning systems: What do industry practitioners need?

Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé, Miro Dudík, Hanna Wallach

1812.05239

Naturalizing a Programming Language via Interactive Learning

Sida I. Wang, Samuel Ginn, Percy Liang, Christoper D. Manning

1704.06956

Perfection Not Required? Human-AI Partnerships in Code Translation

Justin D. Weisz, Michael Muller, Stephanie Houde, John Richards, Steven I. Ross, Fernando Martinez, Mayank Agarwal, Kartik Talamadupula

2104.03820

Embedding Democratic Values into Social Media AIs via Societal Objective Functions

Chenyan Jia, Michelle S. Lam, Minh Chau Mai, Jeff Hancock, Michael S. Bernstein

2307.13912

Chat2VIS: Generating Data Visualisations via Natural Language using ChatGPT, Codex and GPT-3 Large Language Models

Paula Maddigan, Teo Susnjak

2302.02094

NLP Systems That Can't Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps

Kristina Gligoric, Myra Cheng, Lucia Zheng, Esin Durmus, Dan Jurafsky

2404.01651

Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering

Jonas Oppenlaender, Rhema Linder, Johanna Silvennoinen

2303.13534

Jury Learning: Integrating Dissenting Voices into Machine Learning Models

Mitchell L. Gordon, Michelle S. Lam, Joon Sung Park, Kayur Patel, Jeffrey T. Hancock, Tatsunori Hashimoto, Michael S. Bernstein

2202.02950

MIMIC-IT: Multi-Modal In-Context Instruction Tuning

Bo Li, Yuanhan Zhang, Liangyu Chen, Jinghao Wang, Fanyi Pu, Jingkang Yang, Chunyuan Li, Ziwei Liu

2306.05425

Project Aria: A New Tool for Egocentric Multi-Modal AI Research

Jakob Engel, Kiran Somasundaram, Michael Goesele, Albert Sun, Alexander Gamino, Andrew Turner, Arjang Talattof, Arnie Yuan, Bilal Souti, Brighid Meredith, Cheng Peng, Chris Sweeney, Cole Wilson, Dan Barnes, Daniel DeTone, David Caruso, Derek Valleroy, Dinesh Ginjupalli, Duncan Frost, Edward Miller, Elias Mueggler, Evgeniy Oleinik, Fan Zhang, Guruprasad Somasundaram, Gustavo Solaira, Harry Lanaras, Henry Howard-Jenkins, Huixuan Tang, Hyo Jin Kim, Jaime Rivera, Ji Luo, Jing Dong, Julian Straub, Kevin Bailey, Kevin Eckenhoff, Lingni Ma, Luis Pesqueira, Mark Schwesinger, Maurizio Monge, Nan Yang, Nick Charron, Nikhil Raina, Omkar Parkhi, Peter Borschowa, Pierre Moulon, Prince Gupta, Raul Mur-Artal, Robbie Pennington, Sachin Kulkarni, Sagar Miglani, Santosh Gondi, Saransh Solanki, Sean Diener, Shangyi Cheng, Simon Green, Steve Saarinen, Suvam Patra, Tassos Mourikis, Thomas Whelan, Tripti Singh, Vasileios Balntas, Vijay Baiyya, Wilson Dreewes, Xiaqing Pan, Yang Lou, Yipu Zhao, Yusuf Mansour, Yuyang Zou, Zhaoyang Lv, Zijian Wang, Mingfei Yan, Carl Ren, Renzo De Nardi, Richard Newcombe

2308.13561

Polisis: Automated Analysis and Presentation of Privacy Policies Using Deep Learning

Hamza Harkous, Kassem Fawaz, Rémi Lebret, Florian Schaub, Kang G. Shin, Karl Aberer

1802.02561

Deep reinforcement learning from human preferences

Paul Christiano, Jan Leike, Tom B. Brown, Miljan Martic, Shane Legg, Dario Amodei

1706.03741

AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing

Jiaxi Jiang, Paul Streli, Huajian Qiu, Andreas Fender, Larissa Laich, Patrick Snape, Christian Holz

2207.13784

Situated and Interactive Multimodal Conversations

Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard

2006.01460

A Security Risk Taxonomy for Prompt-Based Interaction With Large Language Models

Erik Derner, Kristina Batistič, Jan Zahálka, Robert Babuška

2311.11415

Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making

Michael Veale, Max Van Kleek, Reuben Binns

1802.01029

The DSA Transparency Database: Auditing Self-reported Moderation Actions by Social Media

Amaury Trujillo, Tiziano Fagni, Stefano Cresci

2312.10269

VizWiz Grand Challenge: Answering Visual Questions from Blind People

Danna Gurari, Qing Li, Abigale J. Stangl, Anhong Guo, Chi Lin, Kristen Grauman, Jiebo Luo, Jeffrey P. Bigham

1802.08218

Learning to Denoise Raw Mobile UI Layouts for Improving Datasets at Scale

Gang Li, Gilles Baechler, Manuel Tragut, Yang Li

2201.04100

Understanding Workers, Developing Effective Tasks, and Enhancing Marketplace Dynamics: A Study of a Large Crowdsourcing Marketplace

Ayush Jain, Akash Das Sarma, Aditya Parameswaran, Jennifer Widom

1701.06207

The Creativity of Text-to-Image Generation

Jonas Oppenlaender

2206.02904

Vision Skills Needed to Answer Visual Questions

Xiaoyu Zeng, Yanan Wang, Tai-Yin Chiu, Nilavra Bhattacharya, Danna Gurari

2010.03160

Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness

Felix Friedrich, Manuel Brack, Lukas Struppek, Dominik Hintersdorf, Patrick Schramowski, Sasha Luccioni, Kristian Kersting

2302.10893

Evaluating Saliency Map Explanations for Convolutional Neural Networks: A User Study

Ahmed Alqaraawi, Martin Schuessler, Philipp Weiß, Enrico Costanza, Nadia Berthouze

2002.00772

Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding

Mirac Suzgun, Adam Tauman Kalai

2401.12954

NLPositionality: Characterizing Design Biases of Datasets and Models

Sebastin Santy, Jenny T. Liang, Ronan Le Bras, Katharina Reinecke, Maarten Sap

2306.01943

Direct Language Model Alignment from Online AI Feedback

Shangmin Guo, Biao Zhang, Tianlin Liu, Tianqi Liu, Misha Khalman, Felipe Llinares, Alexandre Rame, Thomas Mesnard, Yao Zhao, Bilal Piot, Johan Ferret, Mathieu Blondel

2402.04792

ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models

Minsuk Kahng, Pierre Y. Andrews, Aditya Kalro, Duen Horng Chau

1704.01942

VisText: A Benchmark for Semantically Rich Chart Captioning

Benny J. Tang, Angie Boggust, Arvind Satyanarayan

2307.05356

mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation

Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana

2006.05327

LILA: Language-Informed Latent Actions

Siddharth Karamcheti, Megha Srivastava, Percy Liang, Dorsa Sadigh

2111.03205

Crowdsourcing in Computer Vision

Adriana Kovashka, Olga Russakovsky, Li Fei-Fei, Kristen Grauman

1611.02145

Can Large Language Models Be an Alternative to Human Evaluations?

Cheng-Han Chiang, Hung-yi Lee

2305.01937

Semantics for Robotic Mapping, Perception and Interaction: A Survey

Sourav Garg, Niko Sünderhauf, Feras Dayoub, Douglas Morrison, Akansel Cosgun, Gustavo Carneiro, Qi Wu, Tat-Jun Chin, Ian Reid, Stephen Gould, Peter Corke, Michael Milford

2101.00443

PlotThread: Creating Expressive Storyline Visualizations using Reinforcement Learning

Tan Tang, Renzhong Li, Xinke Wu, Shuhan Liu, Johannes Knittel, Steffen Koch, Thomas Ertl, Lingyun Yu, Peiran Ren, Yingcai Wu

2009.00249

MobileVisFixer: Tailoring Web Visualizations for Mobile Phones Leveraging an Explainable Reinforcement Learning Framework

Aoyu Wu, Wai Tong, Tim Dwyer, Bongshin Lee, Petra Isenberg, Huamin Qu

2008.06678

Intent Communication between Autonomous Vehicles and Pedestrians

Milecia Matthews, Girish Chowdhary, Emily Kieson

1708.07123

"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning

Mark Sendak, Madeleine Elish, Michael Gao, Joseph Futoma, William Ratliff, Marshall Nichols, Armando Bedoya, Suresh Balu, Cara O'Brien

1911.08089

RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text

Liam Dugan, Daphne Ippolito, Arun Kirubarajan, Chris Callison-Burch

2010.03070

What Do Compressed Deep Neural Networks Forget?

Sara Hooker, Aaron Courville, Gregory Clark, Yann Dauphin, Andrea Frome

1911.05248

AutoTAMP: Autoregressive Task and Motion Planning with LLMs as Translators and Checkers

Yongchao Chen, Jacob Arkin, Charles Dawson, Yang Zhang, Nicholas Roy, Chuchu Fan

2306.06531

Max-MIG: an Information Theoretic Approach for Joint Learning from Crowds

Peng Cao, Yilun Xu, Yuqing Kong, Yizhou Wang

1905.13436

End-to-end Generative Pretraining for Multimodal Video Captioning

Paul Hongsuck Seo, Arsha Nagrani, Anurag Arnab, Cordelia Schmid

2201.08264

Questioning the AI: Informing Design Practices for Explainable AI User Experiences

Q. Vera Liao, Daniel Gruen, Sarah Miller

2001.02478

Is a Question Decomposition Unit All We Need?

Pruthvi Patel, Swaroop Mishra, Mihir Parmar, Chitta Baral

2205.12538

Datavoidant: An AI System for Addressing Political Data Voids on Social Media

Claudia Flores-Saviaga, Shangbin Feng, Saiph Savage

2210.13594

Mind Reader: Reconstructing complex images from brain activities

Sikun Lin, Thomas Sprague, Ambuj K Singh

2210.01769

Reward-rational (implicit) choice: A unifying formalism for reward learning

Hong Jun Jeon, Smitha Milli, Anca D. Dragan

2002.04833

Holo-Dex: Teaching Dexterity with Immersive Mixed Reality

Sridhar Pandian Arunachalam, Irmak Güzey, Soumith Chintala, Lerrel Pinto

2210.06463

Evaluating the Robustness of Collaborative Agents

Paul Knott, Micah Carroll, Sam Devlin, Kamil Ciosek, Katja Hofmann, A. D. Dragan, Rohin Shah

2101.05507

DQN-TAMER: Human-in-the-Loop Reinforcement Learning with Intractable Feedback

Riku Arakawa, Sosuke Kobayashi, Yuya Unno, Yuta Tsuboi, Shin-ichi Maeda

1810.11748

edBB: Biometrics and Behavior for Assessing Remote Education

Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia

1912.04786

Principles and Guidelines for Evaluating Social Robot Navigation Algorithms

Anthony Francis, Claudia Pérez-D'Arpino, Chengshu Li, Fei Xia, Alexandre Alahi, Rachid Alami, Aniket Bera, Abhijat Biswas, Joydeep Biswas, Rohan Chandra, Hao-Tien Lewis Chiang, Michael Everett, Sehoon Ha, Justin Hart, Jonathan P. How, Haresh Karnan, Tsang-Wei Edward Lee, Luis J. Manso, Reuth Mirksy, Sören Pirk, Phani Teja Singamaneni, Peter Stone, Ada V. Taylor, Peter Trautman, Nathan Tsoi, Marynel Vázquez, Xuesu Xiao, Peng Xu, Naoki Yokoyama, Alexander Toshev, Roberto Martín-Martín

2306.16740

You Only Look at Screens: Multimodal Chain-of-Action Agents

Zhuosheng Zhang, Aston Zhang

2309.11436

AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning

Shuofei Qiao, Ningyu Zhang, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, Chengfei Lv, Huajun Chen

2401.05268

ChatGPT and Software Testing Education: Promises & Perils

Sajed Jalil, Suzzana Rafi, Thomas D. LaToza, Kevin Moran, Wing Lam

2302.03287

Multimodal Local-Global Ranking Fusion for Emotion Recognition

Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

1809.04931

Design Guidelines for Prompt Engineering Text-to-Image Generative Models

Vivian Liu, Lydia B. Chilton

2109.06977

Designing Creative AI Partners with COFI: A Framework for Modeling Interaction in Human-AI Co-Creative Systems

Jeba Rezwana, Mary Lou Maher

2204.07666

DeepDrawing: A Deep Learning Approach to Graph Drawing

Yong Wang, Zhihua Jin, Qianwen Wang, Weiwei Cui, Tengfei Ma, Huamin Qu

1907.11040

The EMPATHIC Framework for Task Learning from Implicit Human Feedback

Yuchen Cui, Qiping Zhang, Alessandro Allievi, Peter Stone, Scott Niekum, W. Bradley Knox

2009.13649

Co-Writing with Opinionated Language Models Affects Users' Views

Maurice Jakesch, Advait Bhat, Daniel Buschek, Lior Zalmanson, Mor Naaman

2302.00560

From Eliza to XiaoIce: Challenges and Opportunities with Social Chatbots

Heung-Yeung Shum, Xiaodong He, Di Li

1801.01957

Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Pete Warden

1804.03209

Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders

Logan Stapleton, Min Hun Lee, Diana Qing, Marya Wright, Alexandra Chouldechova, Kenneth Holstein, Zhiwei Steven Wu, Haiyi Zhu

2205.08928

DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction

Mohammadreza Pourreza, Davood Rafiei

2304.11015

How Well Do My Results Generalize Now? The External Validity of Online Privacy and Security Surveys

Jenny Tang, Eleanor Birrell, Ada Lerner

2202.14036

Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Kaitlyn Zhou, Jena D. Hwang, Xiang Ren, Maarten Sap

2401.06730

Counterfactual States for Atari Agents via Generative Deep Learning

Matthew L. Olson, Lawrence Neal, Fuxin Li, Weng-Keen Wong

1909.12969

Deep learning from crowds

Filipe Rodrigues, Francisco Pereira

1709.01779

Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous Vehicles

Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Ziran Wang

2310.08034

Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts

Chase Stokes, Vidya Setlur, Bridget Cogley, Arvind Satyanarayan, Marti Hearst

2208.01780

Does Writing with Language Models Reduce Content Diversity?

Vishakh Padmakumar, He He

2309.05196

Data Analysis in the Era of Generative AI

Jeevana Priya Inala, Chenglong Wang, Steven Drucker, Gonzalo Ramos, Victor Dibia, Nathalie Riche, Dave Brown, Dan Marshall, Jianfeng Gao

2409.18475

Visualizing Data using GTSNE

Songting Shi

2108.01301

Art or Artifice? Large Language Models and the False Promise of Creativity

Tuhin Chakrabarty, Philippe Laban, Divyansh Agarwal, Smaranda Muresan, Chien-Sheng Wu

2309.14556

Do Datasets Have Politics? Disciplinary Values in Computer Vision Dataset Development

Morgan Klaus Scheuerman, Emily Denton, Alex Hanna

2108.04308