Self-supervised Contrastive BERT Fine-tuning for Fusion-Based Reviewed-Item Retrieval. - Mohammad Mahdi Abdollah Pour; Parsa Farinneya; Armin Toroghi; Anton Korikov; Ali Pesaranghader; Touqir Sajed; Manasa Bharadwaj; Borislav Mavrin; Scott Sanner (ECIR (1), 2023)

LogicRec: Recommendation with Users' Logical Requirements. - Zhenwei Tang; Griffin Floto; Armin Toroghi; Shichao Pei; Xiangliang Zhang 001; Scott Sanner (SIGIR, 2023)

Bayesian Knowledge-driven Critiquing with Indirect Evidence. - Armin Toroghi; Griffin Floto; Zhenwei Tang; Scott Sanner (SIGIR, 2023)

Bayesian Inference with Complex Knowledge Graph Evidence. - Armin Toroghi; Scott Sanner (AAAI, 2024)

Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering. - Armin Toroghi; Willis Guo; Mohammad Mahdi Abdollah Pour; Scott Sanner (EMNLP, 2024)

Verifiable, Debuggable, and Repairable Commonsense Logical Reasoning via LLM-based Theory Resolution. - Armin Toroghi; Willis Guo; Ali Pesaranghader; Scott Sanner (EMNLP, 2024)

Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation. - David Eric Austin; Anton Korikov; Armin Toroghi; Scott Sanner (RecSys, 2024)

CR-LT-KGQA: A Knowledge Graph Question Answering Dataset Requiring Commonsense Reasoning and Long-Tail Knowledge. - Willis Guo; Armin Toroghi; Scott Sanner (CoRR, 2024)

A Comprehensive Review of Recommender Systems: Transitioning from Theory to Practice. - Shaina Raza; Mizanur Rahman; Safiullah Kamawal; Armin Toroghi; Ananya Raval; Farshad Navah; Amirmohammad Kazemeini (CoRR, 2024)

LLM-based Typed Hyperresolution for Commonsense Reasoning with Knowledge Bases. - Armin Toroghi; Ali Pesaranghader; Tanmana Sadhu; Scott Sanner (ICLR, 2025)

CoLoTa: A Dataset for Entity-based Commonsense Reasoning over Long-Tail Knowledge. - Armin Toroghi; Willis Guo; Scott Sanner (SIGIR, 2025)