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

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

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

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

Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions - John Joon Young Chung; Ece Kamar; Saleema Amershi (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Aligning Offline Metrics and Human Judgments of Value for Code Generation Models - Victor Dibia; Adam Fourney; Gagan Bansal; Forough Poursabzi-Sangdeh; Han Liu; Saleema Amershi (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Supporting Human-AI Collaboration in Auditing LLMs with LLMs - Charvi Rastogi; Marco Túlio Ribeiro; Nicholas King; Harsha Nori; Saleema Amershi (Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, AIES 2023, Montréal, QC, Canada, August 8-10, 2023, 2023)

Architecting Novel Interactions with Generative AI Models - Michael S. Bernstein; Joon Sung Park; Meredith Ringel Morris; Saleema Amershi; Lydia B. Chilton; Mitchell L. Gordon (Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, UIST 2023, San Francisco, CA, USA, 29 October 2023- 1 November 2023, 2023)

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

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

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

How Different Groups Prioritize Ethical Values for Responsible AI - Maurice Jakesch; Zana Buçinca; Saleema Amershi; Alexandra Olteanu (FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, 2022)

REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research - Jessie J. Smith; Saleema Amershi; Solon Barocas; Hanna M. Wallach; Jennifer Wortman Vaughan (FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022, 2022)

HINT: Integration Testing for AI-based features with Humans in the Loop - Quan Ze Chen; Tobias Schnabel; Besmira Nushi; Saleema Amershi (IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022)

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

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

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

Planning for Natural Language Failures with the AI Playbook - Matthew K. Hong; Adam Fourney; Derek DeBellis; Saleema Amershi (CHI '21: CHI Conference on Human Factors in Computing Systems, Virtual Event / Yokohama, Japan, May 8-13, 2021, 2021)

Toward Responsible AI by Planning to Fail - Saleema Amershi (KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020, 2020)

"Who doesn't like dinosaurs?" Finding and Eliciting Richer Preferences for Recommendation - Tobias Schnabel; Gonzalo A. Ramos; Saleema Amershi (RecSys 2020: Fourteenth ACM Conference on Recommender Systems, Virtual Event, Brazil, September 22-26, 2020, 2020)

The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation - Tobias Schnabel; Saleema Amershi; Paul N. Bennett; Peter Bailey; Thorsten Joachims (Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020, 2020)

Guidelines for Human-AI Interaction - Saleema Amershi; Daniel S. Weld; Mihaela Vorvoreanu; Adam Fourney; Besmira Nushi; Penny Collisson; Jina Suh; Shamsi T. Iqbal; Paul N. Bennett; Kori Inkpen; Jaime Teevan; Ruth Kikin-Gil; et al. (Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, CHI 2019, Glasgow, Scotland, UK, May 04-09, 2019, 2019)

Emerging Perspectives in Human-Centered Machine Learning - Gonzalo A. Ramos; Jina Suh; Soroush Ghorashi; Christopher Meek; Richard Banks; Saleema Amershi; Rebecca Fiebrink; Alison Smith-Renner; Gagan Bansal (Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, CHI 2019, Glasgow, Scotland, UK, May 04-09, 2019, 2019)

Sketching NLP: A Case Study of Exploring the Right Things To Design with Language Intelligence - Qian Yang; Justin Cranshaw; Saleema Amershi; Shamsi T. Iqbal; Jaime Teevan (Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, CHI 2019, Glasgow, Scotland, UK, May 04-09, 2019, 2019)

Will You Accept an Imperfect AI?: Exploring Designs for Adjusting End-user Expectations of AI Systems - Rafal Kocielnik; Saleema Amershi; Paul N. Bennett (Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, CHI 2019, Glasgow, Scotland, UK, May 04-09, 2019, 2019)

Software engineering for machine learning: a case study - Saleema Amershi; Andrew Begel; Christian Bird; Robert DeLine; Harald C. Gall; Ece Kamar; Nachiappan Nagappan; Besmira Nushi; Thomas Zimmermann (Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, ICSE (SEIP) 2019, Montreal, QC, Canada, May 25-31, 2019, 2019)

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

Revolt: Collaborative Crowdsourcing for Labeling Machine Learning Datasets - Joseph Chee Chang; Saleema Amershi; Ece Kamar (Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, Denver, CO, USA, May 06-11, 2017, 2017)

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

Human-Centred Machine Learning - Marco Gillies; Rebecca Fiebrink; Atau Tanaka; Jérémie Garcia; Frédéric Bevilacqua; Alexis Héloir; Fabrizio Nunnari; Wendy E. Mackay; Saleema Amershi; Bongshin Lee; Nicolas D'Alessandro; Joëlle Tilmanne; et al. (Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, San Jose, CA, USA, May 7-12, 2016, Extended Abstracts, 2016)

A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs - Kristina Toutanova; Chris Brockett; Ke M. Tran; Saleema Amershi (Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016, 2016)

The Label Complexity of Mixed-Initiative Classifier Training - Jina Suh; Xiaojin Zhu; Saleema Amershi (Proceedings of the 33nd International Conference on Machine Learning, ICML 2016, New York City, NY, USA, June 19-24, 2016, 2016)

Active Learning with Oracle Epiphany - Tzu-Kuo Huang; Lihong Li; Ara Vartanian; Saleema Amershi; Xiaojin Zhu (Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain, 2016)

ModelTracker: Redesigning Performance Analysis Tools for Machine Learning - Saleema Amershi; Max Chickering; Steven Mark Drucker; Bongshin Lee; Patrice Y. Simard; Jina Suh (Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, CHI 2015, Seoul, Republic of Korea, April 18-23, 2015, 2015)

FeatureInsight: Visual support for error-driven feature ideation in text classification - Michael Brooks; Saleema Amershi; Bongshin Lee; Steven Mark Drucker; Ashish Kapoor; Patrice Y. Simard (10th IEEE Conference on Visual Analytics Science and Technology, IEEE VAST 2015, Chicago, IL, USA, October 25-30, 2015, 2015)

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

Structured labeling for facilitating concept evolution in machine learning - Todd Kulesza; Saleema Amershi; Rich Caruana; Danyel Fisher; Denis Xavier Charles (CHI Conference on Human Factors in Computing Systems, CHI'14, Toronto, ON, Canada - April 26 - May 01, 2014, 2014)

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

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

IUI workshop on interactive machine learning - Saleema Amershi; Maya Cakmak; W. Bradley Knox; Todd Kulesza; Tessa Lau (18th International Conference on Intelligent User Interfaces, IUI '13, Santa Monica, CA, USA, March 19-22, 2013, Companion Volume, 2013)

Designing for Effective End-User Interaction with Machine Learning - Saleema Amershi (University of Washington, USA, 2012)

Regroup: interactive machine learning for on-demand group creation in social networks - Saleema Amershi; James Fogarty; Daniel S. Weld (CHI Conference on Human Factors in Computing Systems, CHI '12, Austin, TX, USA - May 05 - 10, 2012, 2012)

Effective End-User Interaction with Machine Learning - Saleema Amershi; James Fogarty; Ashish Kapoor; Desney S. Tan (Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2011, San Francisco, California, USA, August 7-11, 2011, 2011)

CueT: human-guided fast and accurate network alarm triage - Saleema Amershi; Bongshin Lee; Ashish Kapoor; Ratul Mahajan; Blaine Christian (Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011, 2011)

Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage - Saleema Amershi; Bongshin Lee; Ashish Kapoor; Ratul Mahajan; Blaine Christian (IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011, 2011)

Designing for effective end-user interaction with machine learning - Saleema Amershi (Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology, Santa Barbara, CA, USA, October 16-19, 2011 - Adjunct Volume, 2011)

Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011 - Desney S. Tan; Saleema Amershi; Bo Begole; Wendy A. Kellogg; Manas Tungare (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 - Desney S. Tan; Saleema Amershi; Bo Begole; Wendy A. Kellogg; Manas Tungare (ACM, 2011)

Examining multiple potential models in end-user interactive concept learning - Saleema Amershi; James Fogarty; Ashish Kapoor; Desney S. Tan (Proceedings of the 28th International Conference on Human Factors in Computing Systems, CHI 2010, Atlanta, Georgia, USA, April 10-15, 2010, 2010)

Multiple mouse text entry for single-display groupware - Saleema Amershi; Meredith Ringel Morris; Neema Moraveji; Ravin Balakrishnan; Kentaro Toyama (Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work, CSCW 2010, Savannah, Georgia, USA, February 6-10, 2010, 2010)

Comparing web interaction models in developing regions - Jay Chen; Saleema Amershi; Aditya Dhananjay; Lakshminarayanan Subramanian (First ACM Annual Symposium on Computing for Development, ACM DEV '10, London, United Kingdom, December 17 - 18, 2010, 2010)

Amplifying community content creation with mixed initiative information extraction - Raphael Hoffmann; Saleema Amershi; Kayur Patel; Fei Wu; James Fogarty; Daniel S. Weld (Proceedings of the 27th International Conference on Human Factors in Computing Systems, CHI 2009, Boston, MA, USA, April 4-9, 2009, 2009)

Co-located collaborative web search: understanding status quo practices - Saleema Amershi; Meredith Ringel Morris (Proceedings of the 27th International Conference on Human Factors in Computing Systems, CHI 2009, Extended Abstracts Volume, Boston, MA, USA, April 4-9, 2009, 2009)

Overview based example selection in end user interactive concept learning - Saleema Amershi; James Fogarty; Ashish Kapoor; Desney S. Tan (Proceedings of the 22nd Annual ACM Symposium on User Interface Software and Technology, Victoria, BC, Canada, October 4-7, 2009, 2009)

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

Intelligence in Wikipedia - Daniel S. Weld; Fei Wu; Eytan Adar; Saleema Amershi; James Fogarty; Raphael Hoffmann; Kayur Patel; Michael Skinner (Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, AAAI 2008, Chicago, Illinois, USA, July 13-17, 2008, 2008)

CoSearch: a system for co-located collaborative web search - Saleema Amershi; Meredith Ringel Morris (Proceedings of the 2008 Conference on Human Factors in Computing Systems, CHI 2008, 2008, Florence, Italy, April 5-10, 2008, 2008)

Using Eye-Tracking Data for High-Level User Modeling in Adaptive Interfaces - Cristina Conati; Christina Merten; Saleema Amershi; Kasia Muldner (Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada, 2007)

Unsupervised and supervised machine learning in user modeling for intelligent learning environments - Saleema Amershi; Cristina Conati (Proceedings of the 12th International Conference on Intelligent User Interfaces, IUI 2007, Honolulu, Hawaii, USA, January 28-31, 2007, 2007)

Automatic Recognition of Learner Groups in Exploratory Learning Environments - Saleema Amershi; Cristina Conati (Intelligent Tutoring Systems, 8th International Conference, ITS 2006, Jhongli, Taiwan, June 26-30, 2006, Proceedings, 2006)

Designing CIspace: pedagogy and usability in a learning environment for AI - Saleema Amershi; N. Arksey; Giuseppe Carenini; Cristina Conati; Alan K. Mackworth; Heather Maclaren; David Poole (Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, ITiCSE 2005, Caparica, Portugal, June 27-29, 2005, 2005)