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Saleema Amershi
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2020 – today
- 2023
- [j5]Tianyi Li
, Mihaela Vorvoreanu, Derek DeBellis, Saleema Amershi:
Assessing Human-AI Interaction Early through Factorial Surveys: A Study on the Guidelines for Human-AI Interaction. ACM Trans. Comput. Hum. Interact. 30(5): 69:1-69:45 (2023) - [c42]John Joon Young Chung, Ece Kamar, Saleema Amershi:
Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions. ACL (1) 2023: 575-593 - [c41]Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu, Saleema Amershi:
Aligning Offline Metrics and Human Judgments of Value for Code Generation Models. ACL (Findings) 2023: 8516-8528 - [c40]Charvi Rastogi
, Marco Túlio Ribeiro
, Nicholas King
, Harsha Nori
, Saleema Amershi
:
Supporting Human-AI Collaboration in Auditing LLMs with LLMs. AIES 2023: 913-926 - [c39]Michael S. Bernstein
, Joon Sung Park
, Meredith Ringel Morris
, Saleema Amershi
, Lydia B. Chilton
, Mitchell L. Gordon
:
Architecting Novel Interactions with Generative AI Models. UIST (Adjunct Volume) 2023: 107:1-107:3 - [i8]Charvi Rastogi, Marco Túlio Ribeiro, Nicholas King, Saleema Amershi:
Supporting Human-AI Collaboration in Auditing LLMs with LLMs. CoRR abs/2304.09991 (2023) - [i7]Zana Buçinca, Chau Minh Pham, Maurice Jakesch, Marco Túlio Ribeiro, Alexandra Olteanu, Saleema Amershi:
AHA!: Facilitating AI Impact Assessment by Generating Examples of Harms. CoRR abs/2306.03280 (2023) - [i6]John Joon Young Chung, Ece Kamar, Saleema Amershi:
Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions. CoRR abs/2306.04140 (2023) - 2022
- [c38]Maurice Jakesch, Zana Buçinca, Saleema Amershi, Alexandra Olteanu:
How Different Groups Prioritize Ethical Values for Responsible AI. FAccT 2022: 310-323 - [c37]Jessie J. Smith, Saleema Amershi, Solon Barocas, Hanna M. Wallach, Jennifer Wortman Vaughan:
REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research. FAccT 2022: 587-597 - [c36]Quan Ze Chen
, Tobias Schnabel, Besmira Nushi, Saleema Amershi:
HINT: Integration Testing for AI-based features with Humans in the Loop. IUI 2022: 549-565 - [i5]Maurice Jakesch, Zana Buçinca, Saleema Amershi, Alexandra Olteanu:
How Different Groups Prioritize Ethical Values for Responsible AI. CoRR abs/2205.07722 (2022) - [i4]Jessie J. Smith, Saleema Amershi, Solon Barocas, Hanna M. Wallach, Jennifer Wortman Vaughan:
REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research. CoRR abs/2205.08363 (2022) - [i3]Victor Dibia, Adam Fourney
, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu, Saleema Amershi:
Aligning Offline Metrics and Human Judgments of Value of AI-Pair Programmers. CoRR abs/2210.16494 (2022) - 2021
- [c35]Matthew K. Hong, Adam Fourney
, Derek DeBellis, Saleema Amershi:
Planning for Natural Language Failures with the AI Playbook. CHI 2021: 386:1-386:11 - 2020
- [c34]Saleema Amershi:
Toward Responsible AI by Planning to Fail. KDD 2020: 3607 - [c33]Tobias Schnabel, Gonzalo A. Ramos, Saleema Amershi:
"Who doesn't like dinosaurs?" Finding and Eliciting Richer Preferences for Recommendation. RecSys 2020: 398-407 - [c32]Tobias Schnabel, Saleema Amershi, Paul N. Bennett, Peter Bailey, Thorsten Joachims:
The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation. SIGIR 2020: 991-1000
2010 – 2019
- 2019
- [c31]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:
Guidelines for Human-AI Interaction. CHI 2019: 3 - [c30]Rafal Kocielnik
, Saleema Amershi, Paul N. Bennett:
Will You Accept an Imperfect AI?: Exploring Designs for Adjusting End-user Expectations of AI Systems. CHI 2019: 411 - [c29]Gonzalo A. Ramos, Jina Suh, Soroush Ghorashi, Christopher Meek, Richard Banks, Saleema Amershi, Rebecca Fiebrink
, Alison Smith-Renner
, Gagan Bansal:
Emerging Perspectives in Human-Centered Machine Learning. CHI Extended Abstracts 2019 - [c28]Qian Yang, Justin Cranshaw, Saleema Amershi, Shamsi T. Iqbal, Jaime Teevan:
Sketching NLP: A Case Study of Exploring the Right Things To Design with Language Intelligence. CHI 2019: 185 - [c27]Saleema Amershi, Andrew Begel, Christian Bird, Robert DeLine, Harald C. Gall
, Ece Kamar, Nachiappan Nagappan, Besmira Nushi, Thomas Zimmermann:
Software engineering for machine learning: a case study. ICSE (SEIP) 2019: 291-300 - 2017
- [j4]Donghao Ren, Saleema Amershi, Bongshin Lee, Jina Suh, Jason D. Williams
:
Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers. IEEE Trans. Vis. Comput. Graph. 23(1): 61-70 (2017) - [c26]Joseph Chee Chang, Saleema Amershi, Ece Kamar:
Revolt: Collaborative Crowdsourcing for Labeling Machine Learning Datasets. CHI 2017: 2334-2346 - [i2]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:
Machine Teaching: A New Paradigm for Building Machine Learning Systems. CoRR abs/1707.06742 (2017) - 2016
- [c25]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
:
Human-Centred Machine Learning. CHI Extended Abstracts 2016: 3558-3565 - [c24]Kristina Toutanova, Chris Brockett, Ke M. Tran, Saleema Amershi:
A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs. EMNLP 2016: 340-350 - [c23]Jina Suh, Xiaojin Zhu, Saleema Amershi:
The Label Complexity of Mixed-Initiative Classifier Training. ICML 2016: 2800-2809 - [c22]Tzu-Kuo Huang, Lihong Li, Ara Vartanian, Saleema Amershi, Xiaojin Zhu:
Active Learning with Oracle Epiphany. NIPS 2016: 2820-2828 - 2015
- [c21]Saleema Amershi, Max Chickering, Steven Mark Drucker, Bongshin Lee, Patrice Y. Simard, Jina Suh:
ModelTracker: Redesigning Performance Analysis Tools for Machine Learning. CHI 2015: 337-346 - [c20]Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Mark Drucker, Ashish Kapoor, Patrice Y. Simard:
FeatureInsight: Visual support for error-driven feature ideation in text classification. VAST 2015: 105-112 - 2014
- [j3]Saleema Amershi, Maya Cakmak, W. Bradley Knox, Todd Kulesza:
Power to the People: The Role of Humans in Interactive Machine Learning. AI Mag. 35(4): 105-120 (2014) - [c19]Todd Kulesza, Saleema Amershi, Rich Caruana, Danyel Fisher
, Denis Xavier Charles:
Structured labeling for facilitating concept evolution in machine learning. CHI 2014: 3075-3084 - [i1]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:
ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems. CoRR abs/1409.4814 (2014) - 2013
- [j2]Saleema Amershi, Jalal Mahmud, Jeffrey Nichols, Tessa Lau, German Attanasio Ruiz:
LiveAction: Automating Web Task Model Generation. ACM Trans. Interact. Intell. Syst. 3(3): 14:1-14:23 (2013) - [c18]Saleema Amershi, Maya Cakmak, W. Bradley Knox, Todd Kulesza, Tessa Lau:
IUI workshop on interactive machine learning. IUI Companion 2013: 121-124 - 2012
- [b1]Saleema Amershi:
Designing for Effective End-User Interaction with Machine Learning. University of Washington, USA, 2012 - [c17]Saleema Amershi, James Fogarty
, Daniel S. Weld:
Regroup: interactive machine learning for on-demand group creation in social networks. CHI 2012: 21-30 - 2011
- [c16]Saleema Amershi, James Fogarty, Ashish Kapoor, Desney S. Tan:
Effective End-User Interaction with Machine Learning. AAAI 2011: 1529-1532 - [c15]Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian:
CueT: human-guided fast and accurate network alarm triage. CHI 2011: 157-166 - [c14]Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian:
Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage. IJCAI 2011: 2564-2569 - [c13]Saleema Amershi:
Designing for effective end-user interaction with machine learning. UIST (Adjunct Volume) 2011: 47-50 - [e2]Desney S. Tan, Saleema Amershi, Bo Begole, Wendy A. Kellogg, Manas Tungare:
Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011. ACM 2011, ISBN 978-1-4503-0228-9 [contents] - [e1]Desney S. Tan, Saleema Amershi, Bo Begole, Wendy A. Kellogg, Manas Tungare:
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, ISBN 978-1-4503-0268-5 [contents] - 2010
- [c12]Saleema Amershi, James Fogarty, Ashish Kapoor, Desney S. Tan:
Examining multiple potential models in end-user interactive concept learning. CHI 2010: 1357-1360 - [c11]Saleema Amershi, Meredith Ringel Morris, Neema Moraveji, Ravin Balakrishnan, Kentaro Toyama
:
Multiple mouse text entry for single-display groupware. CSCW 2010: 169-178 - [c10]Jay Chen, Saleema Amershi, Aditya Dhananjay, Lakshminarayanan Subramanian:
Comparing web interaction models in developing regions. ACM DEV 2010: 6
2000 – 2009
- 2009
- [c9]Raphael Hoffmann, Saleema Amershi, Kayur Patel, Fei Wu, James Fogarty, Daniel S. Weld:
Amplifying community content creation with mixed initiative information extraction. CHI 2009: 1849-1858 - [c8]Saleema Amershi, Meredith Ringel Morris:
Co-located collaborative web search: understanding status quo practices. CHI Extended Abstracts 2009: 3637-3642 - [c7]Saleema Amershi, James Fogarty
, Ashish Kapoor, Desney S. Tan:
Overview based example selection in end user interactive concept learning. UIST 2009: 247-256 - 2008
- [j1]Saleema Amershi, Giuseppe Carenini, Cristina Conati, Alan K. Mackworth, David Poole:
Pedagogy and usability in interactive algorithm visualizations: Designing and evaluating CIspace. Interact. Comput. 20(1): 64-96 (2008) - [c6]Daniel S. Weld, Fei Wu, Eytan Adar, Saleema Amershi, James Fogarty, Raphael Hoffmann, Kayur Patel, Michael Skinner:
Intelligence in Wikipedia. AAAI 2008: 1609-1614 - [c5]Saleema Amershi, Meredith Ringel Morris:
CoSearch: a system for co-located collaborative web search. CHI 2008: 1647-1656 - 2007
- [c4]Cristina Conati, Christina Merten, Saleema Amershi, Kasia Muldner:
Using Eye-Tracking Data for High-Level User Modeling in Adaptive Interfaces. AAAI 2007: 1614-1617 - [c3]Saleema Amershi, Cristina Conati:
Unsupervised and supervised machine learning in user modeling for intelligent learning environments. IUI 2007: 72-81 - 2006
- [c2]Saleema Amershi, Cristina Conati:
Automatic Recognition of Learner Groups in Exploratory Learning Environments. Intelligent Tutoring Systems 2006: 463-472 - 2005
- [c1]Saleema Amershi, N. Arksey, Giuseppe Carenini, Cristina Conati, Alan K. Mackworth, Heather Maclaren, David Poole:
Designing CIspace: pedagogy and usability in a learning environment for AI. ITiCSE 2005: 178-182
Coauthor Index
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