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Author

Armin Toroghi

Observed name: Toroghi, Armin
ORCID: 0009-0007-8058-2088
Observed ORCID: 0009-0007-8058-2088
OpenAlex ID: A5012568207
A comprehensive review of recommender systems: Transitioning from theory to practice
2025 · Shaina Raza, Mizanur Rahman, et al. · Computer Science Review · 74
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Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering
2024 · Armin Toroghi, Willis Guo, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 25
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LogicRec: Recommendation with Users' Logical Requirements
2023 · Zhenwei Tang, Griffin Floto, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 8
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Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation
2024 · David Austin, Anton Korikov, et al. · ACM Conference on Recommender Systems (RecSys) · 6
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Verifiable, Debuggable, and Repairable Commonsense Logical Reasoning via LLM-based Theory Resolution
2024 · Armin Toroghi, Willis Guo, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 6
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Bayesian Knowledge-driven Critiquing with Indirect Evidence
2023 · Armin Toroghi, Griffin Floto, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 6
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Self-supervised Contrastive BERT Fine-tuning for Fusion-Based Reviewed-Item Retrieval
2023 · Mohammad Mahdi Abdollah Pour, Parsa Farinneya, et al. · Lecture notes in computer science · 5
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Fault Detection of Reciprocating Air Compressors Based on Electrical Signature Analysis Using Long Short-Term Memory Networks
2020 · Armin Toroghi, Ali Sadighi · Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS) · 5
Study of-Electromechanical coupling in A Motor-Driven Centrifugal Pump for Fault Detection and Diagnosis
2019 · Zahra Araste, Mohammad Jami Moghaddam, et al. · 4
CoLoTa: A Dataset for Entity-based Commonsense Reasoning over Long-Tail Knowledge
2025 · Armin Toroghi, Willis Guo, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 3
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Bayesian Inference with Complex Knowledge Graph Evidence
2024 · Armin Toroghi, Scott Sanner · Proceedings of the AAAI Conference on Artificial Intelligence · 3
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CR-LT-KGQA: A Knowledge Graph Question Answering Dataset Requiring Commonsense Reasoning and Long-Tail Knowledge
2024 · Guo, Willis, Toroghi, Armin, et al. · arXiv (Cornell University) · 2
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Semantic XPath: Structured Agentic Memory Access for Conversational AI
2026 · Yifan Simon Liu, Ruifan Wu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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Bayes-Adaptive MDPs for Rollout Allocation to Enhance GRPO Training
2026 · Kalarde, Faeze Moradi, Toroghi, Armin, et al. · arXiv (Cornell University)
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Have I Scene This Before? Spatially Grounded Conversational Memory for Complex Queries in Egocentric Assistants
2026 · Liang, Jiazhou, Gallagher, Liam, et al. · arXiv (Cornell University)
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CommonWhy: A Dataset for Evaluating Entity-Based Causal Commonsense Reasoning in Large Language Models
2026 · Armin Toroghi, Faeze Moradi Kalarde, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Temporal Order Matters for Agentic Memory: Segment Trees for Long-Horizon Agents
2026 · Liu, Yifan Simon, Gallagher, Liam, et al. · arXiv (Cornell University)
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Multimodal Item Scoring for Natural Language Recommendation via Gaussian Process Regression with LLM Relevance Judgments
2026 · Association for Computational Linguistics 2026, Cui, Justin, et al. · Underline Science Inc.
Complex Multi-step Inference over Knowledge Graphs Leveraging Large Language Models, Probabilistic, and Logical Reasoning
2026 · Toroghi, Armin · TSpace (University of Toronto)
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CommonWhy: A Dataset for Evaluating Entity-Based Causal Commonsense Reasoning in Large Language Models
2026 · Toroghi, Armin, Kalarde, Faeze Moradi, et al. · arXiv (Cornell University)
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Goal-Oriented Reasoning for RAG-based Memory in Conversational Agentic LLM Systems
2026 · Liang, Jiazhou, Toroghi, Armin, et al. · arXiv (Cornell University)
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Semantic XPath: Structured Agentic Memory Access for Conversational AI
2026 · Liu, Yifan Simon, Wu, Ruifan, et al. · arXiv (Cornell University)
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Multimodal Item Scoring for Natural Language Recommendation via Gaussian Process Regression with LLM Relevance Judgments
2026 · Yifan Simon Liu, Qianfeng Wen, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Works count: 27
Citation count: 148
H-index: 6
I10-index: 2
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