AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems. - Dibia, Victor; Chen, Jingya; Bansal, Gagan; Syed, Suff; Fourney, Adam; Zhu, Erkang; Wang, Chi; Amershi, Saleema (CoRR, 2024)

Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks. - Fourney, Adam; Bansal, Gagan; Mozannar, Hussein; Tan, Cheng; Salinas, Eduardo; Zhu, Erkang; Niedtner, Friederike; Proebsting, Grace; Bassman, Griffin; Gerrits, Jack; Alber, Jacob; Chang, Peter; et al. (CoRR, 2024)

Challenges in Human-Agent Communication. - Bansal, Gagan; Vaughan, Jennifer Wortman; Amershi, Saleema; Horvitz, Eric; Fourney, Adam; Mozannar, Hussein; Dibia, Victor; Weld, Daniel S. (CoRR, 2024)

Assessing Human-AI Interaction Early through Factorial Surveys: A Study on the Guidelines for Human-AI Interaction. - Li, Tianyi; Vorvoreanu, Mihaela; DeBellis, Derek; Amershi, Saleema (ACM Trans. Comput. Hum. Interact., 2023)

Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions. - Chung, John Joon Young; Kamar, Ece; Amershi, Saleema (2023)

Aligning Offline Metrics and Human Judgments of Value for Code Generation Models. - Dibia, Victor; Fourney, Adam; Bansal, Gagan; Poursabzi-Sangdeh, Forough; Liu, Han; Amershi, Saleema (2023)

Supporting Human-AI Collaboration in Auditing LLMs with LLMs. - Rastogi, Charvi; Ribeiro, Marco Túlio; King, Nicholas; Nori, Harsha; Amershi, Saleema (2023)

Architecting Novel Interactions with Generative AI Models. - Bernstein, Michael S.; Park, Joon Sung; Morris, Meredith Ringel; Amershi, Saleema; Chilton, Lydia B.; Gordon, Mitchell L. (2023)

Supporting Human-AI Collaboration in Auditing LLMs with LLMs. - Rastogi, Charvi; Ribeiro, Marco Túlio; King, Nicholas; Amershi, Saleema (CoRR, 2023)

AHA!: Facilitating AI Impact Assessment by Generating Examples of Harms. - Buçinca, Zana; Pham, Chau Minh; Jakesch, Maurice; Ribeiro, Marco Túlio; Olteanu, Alexandra; Amershi, Saleema (CoRR, 2023)

Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions. - Chung, John Joon Young; Kamar, Ece; Amershi, Saleema (CoRR, 2023)

How Different Groups Prioritize Ethical Values for Responsible AI. - Jakesch, Maurice; Buçinca, Zana; Amershi, Saleema; Olteanu, Alexandra (2022)

REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research. - Smith, Jessie J.; Amershi, Saleema; Barocas, Solon; Wallach, Hanna M.; Vaughan, Jennifer Wortman (2022)

HINT: Integration Testing for AI-based features with Humans in the Loop. - Chen, Quan Ze; Schnabel, Tobias; Nushi, Besmira; Amershi, Saleema (2022)

How Different Groups Prioritize Ethical Values for Responsible AI. - Jakesch, Maurice; Buçinca, Zana; Amershi, Saleema; Olteanu, Alexandra (CoRR, 2022)

REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research. - Smith, Jessie J.; Amershi, Saleema; Barocas, Solon; Wallach, Hanna M.; Vaughan, Jennifer Wortman (CoRR, 2022)

Aligning Offline Metrics and Human Judgments of Value of AI-Pair Programmers. - Dibia, Victor; Fourney, Adam; Bansal, Gagan; Poursabzi-Sangdeh, Forough; Liu, Han; Amershi, Saleema (CoRR, 2022)

Planning for Natural Language Failures with the AI Playbook. - Hong, Matthew K.; Fourney, Adam; DeBellis, Derek; Amershi, Saleema (2021)

Toward Responsible AI by Planning to Fail. - Amershi, Saleema (2020)

"Who doesn't like dinosaurs?" Finding and Eliciting Richer Preferences for Recommendation. - Schnabel, Tobias; Ramos, Gonzalo A.; Amershi, Saleema (2020)

The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation. - Schnabel, Tobias; Amershi, Saleema; Bennett, Paul N.; Bailey, Peter; Joachims, Thorsten (2020)

Guidelines for Human-AI Interaction. - Amershi, Saleema; Weld, Daniel S.; Vorvoreanu, Mihaela; Fourney, Adam; Nushi, Besmira; Collisson, Penny; Suh, Jina; Iqbal, Shamsi T.; Bennett, Paul N.; Inkpen, Kori; Teevan, Jaime; Kikin-Gil, Ruth; et al. (2019)

Emerging Perspectives in Human-Centered Machine Learning. - Ramos, Gonzalo A.; Suh, Jina; Ghorashi, Soroush; Meek, Christopher; Banks, Richard; Amershi, Saleema; Fiebrink, Rebecca; Smith-Renner, Alison; Bansal, Gagan (2019)

Sketching NLP: A Case Study of Exploring the Right Things To Design with Language Intelligence. - Yang, Qian; Cranshaw, Justin; Amershi, Saleema; Iqbal, Shamsi T.; Teevan, Jaime (2019)

Will You Accept an Imperfect AI?: Exploring Designs for Adjusting End-user Expectations of AI Systems. - Kocielnik, Rafal; Amershi, Saleema; Bennett, Paul N. (2019)

Software engineering for machine learning: a case study. - Amershi, Saleema; Begel, Andrew; Bird, Christian; DeLine, Robert; Gall, Harald C.; Kamar, Ece; Nagappan, Nachiappan; Nushi, Besmira; Zimmermann, Thomas (2019)

Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers. - Ren, Donghao; Amershi, Saleema; Lee, Bongshin; Suh, Jina; Williams, Jason D. (IEEE Trans. Vis. Comput. Graph., 2017)

Revolt: Collaborative Crowdsourcing for Labeling Machine Learning Datasets. - Chang, Joseph Chee; Amershi, Saleema; Kamar, Ece (2017)

Machine Teaching: A New Paradigm for Building Machine Learning Systems. - Simard, Patrice Y.; Amershi, Saleema; Chickering, David Maxwell; Pelton, Alicia Edelman; Ghorashi, Soroush; Meek, Christopher; Ramos, Gonzalo A.; Suh, Jina; Verwey, Johan; Wang, Mo; Wernsing, John (CoRR, 2017)

Human-Centred Machine Learning. - Gillies, Marco; Fiebrink, Rebecca; Tanaka, Atau; Garcia, Jérémie; Bevilacqua, Frédéric; Héloir, Alexis; Nunnari, Fabrizio; Mackay, Wendy E.; Amershi, Saleema; Lee, Bongshin; D'Alessandro, Nicolas; Tilmanne, Joëlle; et al. (2016)

A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs. - Toutanova, Kristina; Brockett, Chris; Tran, Ke M.; Amershi, Saleema (2016)

The Label Complexity of Mixed-Initiative Classifier Training. - Suh, Jina; Zhu, Xiaojin; Amershi, Saleema (2016)

Active Learning with Oracle Epiphany. - Huang, Tzu-Kuo; Li, Lihong; Vartanian, Ara; Amershi, Saleema; Zhu, Xiaojin (2016)

ModelTracker: Redesigning Performance Analysis Tools for Machine Learning. - Amershi, Saleema; Chickering, Max; Drucker, Steven Mark; Lee, Bongshin; Simard, Patrice Y.; Suh, Jina (2015)

FeatureInsight: Visual support for error-driven feature ideation in text classification. - Brooks, Michael; Amershi, Saleema; Lee, Bongshin; Drucker, Steven Mark; Kapoor, Ashish; Simard, Patrice Y. (2015)

Power to the People: The Role of Humans in Interactive Machine Learning. - Amershi, Saleema; Cakmak, Maya; Knox, W. Bradley; Kulesza, Todd (AI Mag., 2014)

Structured labeling for facilitating concept evolution in machine learning. - Kulesza, Todd; Amershi, Saleema; Caruana, Rich; Fisher, Danyel; Charles, Denis Xavier (2014)

ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems. - Simard, Patrice Y.; Chickering, David Maxwell; Lakshmiratan, Aparna; Charles, Denis Xavier; Bottou, Léon; Suarez, Carlos Garcia Jurado; Grangier, David; Amershi, Saleema; Verwey, Johan; Suh, Jina (CoRR, 2014)

LiveAction: Automating Web Task Model Generation. - Amershi, Saleema; Mahmud, Jalal; Nichols, Jeffrey; Lau, Tessa; Ruiz, German Attanasio (ACM Trans. Interact. Intell. Syst., 2013)

IUI workshop on interactive machine learning. - Amershi, Saleema; Cakmak, Maya; Knox, W. Bradley; Kulesza, Todd; Lau, Tessa (2013)

Designing for Effective End-User Interaction with Machine Learning. - Amershi, Saleema (2012)

Regroup: interactive machine learning for on-demand group creation in social networks. - Amershi, Saleema; Fogarty, James; Weld, Daniel S. (2012)

Effective End-User Interaction with Machine Learning. - Amershi, Saleema; Fogarty, James; Kapoor, Ashish; Tan, Desney S. (2011)

CueT: human-guided fast and accurate network alarm triage. - Amershi, Saleema; Lee, Bongshin; Kapoor, Ashish; Mahajan, Ratul; Christian, Blaine (2011)

Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage. - Amershi, Saleema; Lee, Bongshin; Kapoor, Ashish; Mahajan, Ratul; Christian, Blaine (2011)

Designing for effective end-user interaction with machine learning. - Amershi, Saleema (2011)

Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011 (ACM, 2011)

Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Extended Abstracts Volume, Vancouver, BC, Canada, May 7-12, 2011 (ACM, 2011)

Examining multiple potential models in end-user interactive concept learning. - Amershi, Saleema; Fogarty, James; Kapoor, Ashish; Tan, Desney S. (2010)

Multiple mouse text entry for single-display groupware. - Amershi, Saleema; Morris, Meredith Ringel; Moraveji, Neema; Balakrishnan, Ravin; Toyama, Kentaro (2010)

Comparing web interaction models in developing regions. - Chen, Jay; Amershi, Saleema; Dhananjay, Aditya; Subramanian, Lakshminarayanan (2010)

Amplifying community content creation with mixed initiative information extraction. - Hoffmann, Raphael; Amershi, Saleema; Patel, Kayur; Wu, Fei; Fogarty, James; Weld, Daniel S. (2009)

Co-located collaborative web search: understanding status quo practices. - Amershi, Saleema; Morris, Meredith Ringel (2009)

Overview based example selection in end user interactive concept learning. - Amershi, Saleema; Fogarty, James; Kapoor, Ashish; Tan, Desney S. (2009)

Pedagogy and usability in interactive algorithm visualizations: Designing and evaluating CIspace. - Amershi, Saleema; Carenini, Giuseppe; Conati, Cristina; Mackworth, Alan K.; Poole, David (Interact. Comput., 2008)

Intelligence in Wikipedia. - Weld, Daniel S.; Wu, Fei; Adar, Eytan; Amershi, Saleema; Fogarty, James; Hoffmann, Raphael; Patel, Kayur; Skinner, Michael (2008)

CoSearch: a system for co-located collaborative web search. - Amershi, Saleema; Morris, Meredith Ringel (2008)

Using Eye-Tracking Data for High-Level User Modeling in Adaptive Interfaces. - Conati, Cristina; Merten, Christina; Amershi, Saleema; Muldner, Kasia (2007)

Unsupervised and supervised machine learning in user modeling for intelligent learning environments. - Amershi, Saleema; Conati, Cristina (2007)

Automatic Recognition of Learner Groups in Exploratory Learning Environments. - Amershi, Saleema; Conati, Cristina (2006)

Designing CIspace: pedagogy and usability in a learning environment for AI. - Amershi, Saleema; Arksey, N.; Carenini, Giuseppe; Conati, Cristina; Mackworth, Alan K.; Maclaren, Heather; Poole, David (2005)