Saleema Amershi

According to our database, Saleema Amershi authored at least 53 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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., October, 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

Supporting Human-AI Collaboration in Auditing LLMs with LLMs.

Charvi Rastogi, Marco Túlio Ribeiro, Nicholas King, Saleema Amershi

CoRR, 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

Proceedings of the Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, 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, 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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 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), 2023

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

HINT: Integration Testing for AI-based features with Humans in the Loop.

Quan Ze Chen, Tobias Schnabel, Besmira Nushi, Saleema Amershi

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 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

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

How Different Groups Prioritize Ethical Values for Responsible AI.

Maurice Jakesch, Zana Buçinca, Saleema Amershi, Alexandra Olteanu

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Planning for Natural Language Failures with the AI Playbook.

Matthew K. Hong, Adam Fourney, Derek DeBellis, Saleema Amershi

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

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, 2020

"Who doesn't like dinosaurs?" Finding and Eliciting Richer Preferences for Recommendation.

Tobias Schnabel, Gonzalo A. Ramos, Saleema Amershi

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Toward Responsible AI by Planning to Fail.

Saleema Amershi

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

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, 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, 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

Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 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, 2019

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, Eric Horvitz

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2017

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

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

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, 2017

2016

Active Learning with Oracle Epiphany.

Tzu-Kuo Huang, Lihong Li, Ara Vartanian, Saleema Amershi, Xiaojin Zhu

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 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, 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, 2016

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, Todd Kulesza, Baptiste Caramiaux

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

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

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

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, 2015

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

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

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013

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

Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

2012

Designing for Effective End-User Interaction with Machine Learning.

Saleema Amershi

PhD thesis, 2012

Regroup: interactive machine learning for on-demand group creation in social networks.

Saleema Amershi, James Fogarty, Daniel S. Weld

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

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, 2011

Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage.

Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian

Proceedings of the IJCAI 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, 2011

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, 2011

2010

Comparing web interaction models in developing regions.

Jay Chen, Saleema Amershi, Aditya Dhananjay, Lakshminarayanan Subramanian

Proceedings of the First ACM Annual Symposium on Computing for Development, 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, 2010

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, 2010

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, 2009

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, 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, 2009

2008

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

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, 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, 2008

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, 2007

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, 2007

2006

Automatic Recognition of Learner Groups in Exploratory Learning Environments.

Saleema Amershi, Cristina Conati

Proceedings of the Intelligent Tutoring Systems, 8th International Conference, 2006

2005

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, 2005