Maryam Amirizaniani

2025

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Towards More Personalized Recommendations by Modeling Users? Temporal Behaviors with Task-Based Graph Neural Network (TGNN).
Maryam Amirizaniani|Shawon Sarkar|Chirag Shah
ACM Transactions on the Web 2025 Volume 19 Issue 3
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Response Generation through Social Reasoning in Large Language Models with Direct Diverse Preferences Optimization.
Maryam Amirizaniani|Elias Martin|Afra Mashhadi|Chirag Shah
Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval, ICTIR 2025, Padua, Italy, 18 July 2025
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Enhancing AI Agents with Human Theory of Mind (ToM) for Context-Aware Actions.
Maryam Amirizaniani
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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Mind Over Machine: Evaluating Theory of Mind Reasoning in LLMs and Humans.
Maryam Amirizaniani
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
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How Does Memorization Impact LLMs' Social Reasoning? An Assessment using Seen and Unseen Queries.
Maryam Amirizaniani|Maryna Sivachenko|Adrian Lavergne|Chirag Shah|Afra Mashhadi
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025

2024

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Assessing Human Viewpoints in Theory of Mind for Large Language Models in Open-Ended Questioning.
Maryam Amirizaniani
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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AuditLLM: A Tool for Auditing Large Language Models Using Multiprobe Approach.
Maryam Amirizaniani|Elias Martin|Tanya G. Roosta|Aman Chadha|Chirag Shah
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Can LLMs Reason Like Humans? Assessing Theory of Mind Reasoning in LLMs for Open-Ended Questions.
Maryam Amirizaniani|Elias Martin|Maryna Sivachenko|Afra Mashhadi|Chirag Shah
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

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Representing Tasks with a Graph-Based Method for Supporting Users in Complex Search Tasks.
Shawon Sarkar|Maryam Amirizaniani|Chirag Shah
Proceedings of the 2023 Conference on Human Information Interaction and Retrieval, CHIIR 2023, Austin, TX, USA, March 19-23, 2023