Saleema Amershi

68 papers A* 23A 4B 2C 1Journal 21Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Overseeing Agents Without Constant Oversight: Challenges and Opportunities. CoRR Madeleine Grunde-McLaughlin, Hussein Mozannar, Maya Murad, Jingya Chen, Saleema Amershi, Adam Fourney
2025	A*	`conf`	Interactive Debugging and Steering of Multi-Agent AI Systems. CHI Will Epperson, Gagan Bansal, Victor C. Dibia, Adam Fourney, Jack Gerrits, Erkang (Eric) Zhu, Saleema Amershi
2025	J	`jnl`	Interactive Debugging and Steering of Multi-Agent AI Systems. CoRR Will Epperson, Gagan Bansal, Victor Dibia, Adam Fourney, Jack Gerrits, Erkang Zhu, Saleema Amershi
2025	J	`jnl`	Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets. CoRR Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake M. Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David M. Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi
2025	J	`jnl`	Magentic-UI: Towards Human-in-the-loop Agentic Systems. CoRR Hussein Mozannar, Gagan Bansal, Cheng Tan, Adam Fourney, Victor Dibia, Jingya Chen, Jack Gerrits, Tyler Payne, Matheus Kunzler Maldaner, Madeleine Grunde-McLaughlin, Eric Zhu, Griffin Bassman, Jacob Alber, Peter Chang, Ricky Loynd, Friederike Niedtner, Ece Kamar, Maya Murad, Rafah Hosn, Saleema Amershi
2025	J	`jnl`	The Collaboration Gap. CoRR Tim R. Davidson, Adam Fourney, Saleema Amershi, Robert West, Eric Horvitz, Ece Kamar
2024	—	`conf`	AUTOGEN STUDIO: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems. EMNLP (System Demonstrations) Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed, Adam Fourney, Erkang Zhu, Chi Wang, Saleema Amershi
2024	J	`jnl`	AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems. CoRR Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed, Adam Fourney, Erkang Zhu, Chi Wang, Saleema Amershi
2024	J	`jnl`	Challenges in Human-Agent Communication. CoRR Gagan Bansal, Jennifer Wortman Vaughan, Saleema Amershi, Eric Horvitz, Adam Fourney, Hussein Mozannar, Victor Dibia, Daniel S. Weld
2024	J	`jnl`	Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks. CoRR Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, Saleema Amershi
2023	J	`jnl`	AHA!: Facilitating AI Impact Assessment by Generating Examples of Harms. CoRR Zana Buçinca, Chau Minh Pham, Maurice Jakesch, Marco Túlio Ribeiro, Alexandra Olteanu, Saleema Amershi
2023	—	`conf`	Aligning Offline Metrics and Human Judgments of Value for Code Generation Models. ACL (Findings) Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu, Saleema Amershi
2023	—	`conf`	Architecting Novel Interactions with Generative AI Models. UIST (Adjunct Volume) Michael S. Bernstein, Joon Sung Park, Meredith Ringel Morris, Saleema Amershi, Lydia B. Chilton, Mitchell L. Gordon
2023	J	`jnl`	Assessing Human-AI Interaction Early through Factorial Surveys: A Study on the Guidelines for Human-AI Interaction. ACM Trans. Comput. Hum. Interact. Tianyi Li, Mihaela Vorvoreanu, Derek DeBellis, Saleema Amershi
2023	—	`conf`	Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions. ACL (1) John Joon Young Chung, Ece Kamar, Saleema Amershi
2023	J	`jnl`	Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions. CoRR John Joon Young Chung, Ece Kamar, Saleema Amershi
2023	C	`conf`	Supporting Human-AI Collaboration in Auditing LLMs with LLMs. AIES Charvi Rastogi, Marco Túlio Ribeiro, Nicholas King, Harsha Nori, Saleema Amershi
2023	J	`jnl`	Supporting Human-AI Collaboration in Auditing LLMs with LLMs. CoRR Charvi Rastogi, Marco Túlio Ribeiro, Nicholas King, Saleema Amershi
2022	J	`jnl`	Aligning Offline Metrics and Human Judgments of Value of AI-Pair Programmers. CoRR Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu, Saleema Amershi
2022	A	`conf`	HINT: Integration Testing for AI-based features with Humans in the Loop. IUI Quan Ze Chen, Tobias Schnabel, Besmira Nushi, Saleema Amershi
2022	—	`conf`	How Different Groups Prioritize Ethical Values for Responsible AI. FAccT Maurice Jakesch, Zana Buçinca, Saleema Amershi, Alexandra Olteanu
2022	J	`jnl`	How Different Groups Prioritize Ethical Values for Responsible AI. CoRR Maurice Jakesch, Zana Buçinca, Saleema Amershi, Alexandra Olteanu
2022	—	`conf`	REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research. FAccT Jessie J. Smith, Saleema Amershi, Solon Barocas, Hanna M. Wallach, Jennifer Wortman Vaughan
2022	J	`jnl`	REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research. CoRR Jessie J. Smith, Saleema Amershi, Solon Barocas, Hanna M. Wallach, Jennifer Wortman Vaughan
2021	A*	`conf`	Planning for Natural Language Failures with the AI Playbook. CHI Matthew K. Hong, Adam Fourney, Derek DeBellis, Saleema Amershi
2020	A	`conf`	"Who doesn't like dinosaurs?" Finding and Eliciting Richer Preferences for Recommendation. RecSys Tobias Schnabel, Gonzalo A. Ramos, Saleema Amershi
2020	A*	`conf`	The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation. SIGIR Tobias Schnabel, Saleema Amershi, Paul N. Bennett, Peter Bailey, Thorsten Joachims
2020	A*	`conf`	Toward Responsible AI by Planning to Fail. KDD Saleema Amershi
2019	—	`conf`	Emerging Perspectives in Human-Centered Machine Learning. CHI Extended Abstracts Gonzalo A. Ramos, Jina Suh, Soroush Ghorashi, Christopher Meek, Richard Banks, Saleema Amershi, Rebecca Fiebrink, Alison Smith-Renner, Gagan Bansal
2019	A*	`conf`	Guidelines for Human-AI Interaction. CHI 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, Eric Horvitz
2019	A*	`conf`	Sketching NLP: A Case Study of Exploring the Right Things To Design with Language Intelligence. CHI Qian Yang, Justin Cranshaw, Saleema Amershi, Shamsi T. Iqbal, Jaime Teevan
2019	—	`conf`	Software engineering for machine learning: a case study. ICSE (SEIP) Saleema Amershi, Andrew Begel, Christian Bird, Robert DeLine, Harald C. Gall, Ece Kamar, Nachiappan Nagappan, Besmira Nushi, Thomas Zimmermann
2019	A*	`conf`	Will You Accept an Imperfect AI?: Exploring Designs for Adjusting End-user Expectations of AI Systems. CHI Rafal Kocielnik, Saleema Amershi, Paul N. Bennett
2017	J	`jnl`	Machine Teaching: A New Paradigm for Building Machine Learning Systems. CoRR 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
2017	A*	`conf`	Revolt: Collaborative Crowdsourcing for Labeling Machine Learning Datasets. CHI Joseph Chee Chang, Saleema Amershi, Ece Kamar
2017	J	`jnl`	Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers. IEEE Trans. Vis. Comput. Graph. Donghao Ren, Saleema Amershi, Bongshin Lee, Jina Suh, Jason D. Williams
2016	A*	`conf`	A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs. EMNLP Kristina Toutanova, Chris Brockett, Ke M. Tran, Saleema Amershi
2016	—	`conf`	Active Learning with Oracle Epiphany. NIPS Tzu-Kuo Huang, Lihong Li, Ara Vartanian, Saleema Amershi, Xiaojin Zhu
2016	—	`conf`	Human-Centred Machine Learning. CHI Extended Abstracts 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, Todd Kulesza, Baptiste Caramiaux
2016	A*	`conf`	The Label Complexity of Mixed-Initiative Classifier Training. ICML Jina Suh, Xiaojin Zhu, Saleema Amershi
2015	—	`conf`	FeatureInsight: Visual support for error-driven feature ideation in text classification. VAST Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Mark Drucker, Ashish Kapoor, Patrice Y. Simard
2015	A*	`conf`	ModelTracker: Redesigning Performance Analysis Tools for Machine Learning. CHI Saleema Amershi, Max Chickering, Steven Mark Drucker, Bongshin Lee, Patrice Y. Simard, Jina Suh
2014	J	`jnl`	ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems. CoRR 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
2014	J	`jnl`	Power to the People: The Role of Humans in Interactive Machine Learning. AI Mag. Saleema Amershi, Maya Cakmak, W. Bradley Knox, Todd Kulesza
2014	A*	`conf`	Structured labeling for facilitating concept evolution in machine learning. CHI Todd Kulesza, Saleema Amershi, Rich Caruana, Danyel Fisher, Denis Xavier Charles
2013	—	`conf`	IUI workshop on interactive machine learning. IUI Companion Saleema Amershi, Maya Cakmak, W. Bradley Knox, Todd Kulesza, Tessa Lau
2013	J	`jnl`	LiveAction: Automating Web Task Model Generation. ACM Trans. Interact. Intell. Syst. Saleema Amershi, Jalal Mahmud, Jeffrey Nichols, Tessa Lau, German Attanasio Ruiz
2012	—	`—`	Designing for Effective End-User Interaction with Machine Learning. Saleema Amershi
2012	A*	`conf`	Regroup: interactive machine learning for on-demand group creation in social networks. CHI Saleema Amershi, James Fogarty, Daniel S. Weld
2011	A*	`conf`	CueT: human-guided fast and accurate network alarm triage. CHI Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
2011	—	`conf`	Designing for effective end-user interaction with machine learning. UIST (Adjunct Volume) Saleema Amershi
2011	A*	`conf`	Effective End-User Interaction with Machine Learning. AAAI Saleema Amershi, James Fogarty, Ashish Kapoor, Desney S. Tan
2011	A*	`conf`	Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage. IJCAI Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
2011	—	`ed.`	Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Extended Abstracts Volume, Vancouver, BC, Canada, May 7-12, 2011 CHI Extended Abstracts Desney S. Tan, Saleema Amershi, Bo Begole, Wendy A. Kellogg, Manas Tungare
2011	A*	`ed.`	Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011 CHI Desney S. Tan, Saleema Amershi, Bo Begole, Wendy A. Kellogg, Manas Tungare
2010	—	`conf`	Comparing web interaction models in developing regions. ACM DEV Jay Chen, Saleema Amershi, Aditya Dhananjay, Lakshminarayanan Subramanian
2010	A*	`conf`	Examining multiple potential models in end-user interactive concept learning. CHI Saleema Amershi, James Fogarty, Ashish Kapoor, Desney S. Tan
2010	A	`conf`	Multiple mouse text entry for single-display groupware. CSCW Saleema Amershi, Meredith Ringel Morris, Neema Moraveji, Ravin Balakrishnan, Kentaro Toyama
2009	A*	`conf`	Amplifying community content creation with mixed initiative information extraction. CHI Raphael Hoffmann, Saleema Amershi, Kayur Patel, Fei Wu, James Fogarty, Daniel S. Weld
2009	—	`conf`	Co-located collaborative web search: understanding status quo practices. CHI Extended Abstracts Saleema Amershi, Meredith Ringel Morris
2009	A*	`conf`	Overview based example selection in end user interactive concept learning. UIST Saleema Amershi, James Fogarty, Ashish Kapoor, Desney S. Tan
2008	A*	`conf`	CoSearch: a system for co-located collaborative web search. CHI Saleema Amershi, Meredith Ringel Morris
2008	A*	`conf`	Intelligence in Wikipedia. AAAI Daniel S. Weld, Fei Wu, Eytan Adar, Saleema Amershi, James Fogarty, Raphael Hoffmann, Kayur Patel, Michael Skinner
2008	J	`jnl`	Pedagogy and usability in interactive algorithm visualizations: Designing and evaluating CIspace. Interact. Comput. Saleema Amershi, Giuseppe Carenini, Cristina Conati, Alan K. Mackworth, David Poole
2007	A	`conf`	Unsupervised and supervised machine learning in user modeling for intelligent learning environments. IUI Saleema Amershi, Cristina Conati
2007	A*	`conf`	Using Eye-Tracking Data for High-Level User Modeling in Adaptive Interfaces. AAAI Cristina Conati, Christina Merten, Saleema Amershi, Kasia Muldner
2006	B	`conf`	Automatic Recognition of Learner Groups in Exploratory Learning Environments. Intelligent Tutoring Systems Saleema Amershi, Cristina Conati
2005	B	`conf`	Designing CIspace: pedagogy and usability in a learning environment for AI. ITiCSE Saleema Amershi, N. Arksey, Giuseppe Carenini, Cristina Conati, Alan K. Mackworth, Heather Maclaren, David Poole