Amershi, Saleema

Guidelines for Human-AI Interaction

Amershi, S., Weld, D., Vorvoreanu, M., Fourney, A., Nushi, B., Collisson, P., Suh, J., Iqbal, S., Bennett, P. N., Inkpen, K., et al. (2019) · Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Usability and User Interface DesignInnovative Human-Technology Interaction

Cited by 2,439

Power to the People: The Role of Humans in Interactive Machine Learning

Amershi, S., Cakmak, M., Knox, W. B., & Kulesza, T. (2014) · AI Magazine

Machine Learning and AlgorithmsIntelligent Tutoring Systems and Adaptive Learning

Cited by 1,084

Will You Accept an Imperfect AI?: Exploring Designs for Adjusting End-user Expectations of AI Systems

Kocielnik, R., Amershi, S., & Bennett, P. N. (2019) · Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Usability and User Interface DesignTechnology Adoption and User Behaviour

Cited by 277

How Different Groups Prioritize Ethical Values for Responsible AI

Jakesch, M., Buçinca, Z., Amershi, S., & Olteanu, A. (2022) · 2022 ACM Conference on Fairness Accountability and Transparency

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 116

Sketching NLP: A Case Study of Exploring the Right Things To Design with Language Intelligence

Yang, Q., Cranshaw, J., Amershi, S., Iqbal, S. T., & Teevan, J. (2019) · Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Innovative Human-Technology InteractionUsability and User Interface Design

Cited by 90

Supporting Human-AI Collaboration in Auditing LLMs with LLMs

Rastogi, C., Ribeiro, M. T., King, N., Nori, H., & Amershi, S. (2023) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 79

Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions

Chung, J., Kamar, E., & Amershi, S. (2023) · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 72

Planning for Natural Language Failures with the AI Playbook

Hong, M. K., Fourney, A., DeBellis, D., & Amershi, S. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

Usability and User Interface DesignInnovative Human-Technology Interaction

Cited by 54

A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs

Toutanova, K., Brockett, C., Tran, K. M., & Amershi, S. (2016) · Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

Advanced Text Analysis TechniquesNatural Language Processing Techniques

Cited by 42

Interactive Debugging and Steering of Multi-Agent AI Systems

Epperson, W., Bansal, G., Dibia, V. C., Fourney, A., Gerrits, J., Zhu, E. (., & Amershi, S. (2025) · Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems

Software Testing and Debugging TechniquesUsability and User Interface Design

Cited by 35

Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

Fourney, A., Bansal, G., Mozannar, H., Tan, C., Salinas, E., Erkang, Zhu, Niedtner, F., Proebsting, G., Bassman, G., et al. (2024) · arXiv

AI-based Problem Solving and PlanningMulti-Agent Systems and Negotiation

Cited by 17

ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems

Simard, P., Chickering, D., Lakshmiratan, A., Charles, D., Bottou, L., Suarez, C. G. J., Grangier, D., Amershi, S., Verwey, J., & Suh, J. (2014) · arXiv

Machine Learning and AlgorithmsRecommender Systems and Techniques

Cited by 15

Challenges in Human-Agent Communication

Bansal, G., Vaughan, J. W., Amershi, S., Horvitz, E., Fourney, A., Mozannar, H., Dibia, V., & Weld, D. S. (2024) · arXiv

Speech and dialogue systemsSocial Robot Interaction and HRI

Cited by 8

Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets

Bansal, G., Hua, W., Huang, Z., Fourney, A., Swearngin, A., Epperson, W., Payne, T., Hofman, J. M., Lucier, B., Singh, C., et al. (2025) · arXiv

Multi-Agent Systems and NegotiationEthics and Social Impacts of AI

Cited by 0