Anton Korikov - RankMe

24 papers A* 5A 3B 1Journal 13Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ReBOL: Retrieval via Bayesian Optimization with Batched LLM Relevance Observations and Query Reformulation. CoRR Anton Korikov, Scott Sanner
2025	J	`jnl`	A Simple but Effective Elaborative Query Reformulation Approach for Natural Language Recommendation. CoRR Qianfeng Wen, Yifan Liu, Justin Cui, Joshua Zhang, Anton Korikov, George-Kirollos Saad, Scott Sanner
2025	A*	`conf`	Batched Self-Consistency Improves LLM Relevance Assessment and Ranking. EMNLP Anton Korikov, Pan Du, Scott Sanner, Navid Rekabsaz
2025	J	`jnl`	Batched Self-Consistency Improves LLM Relevance Assessment and Ranking. CoRR Anton Korikov, Pan Du, Scott Sanner, Navid Rekabsaz
2025	J	`jnl`	Multimodal Item Scoring for Natural Language Recommendation via Gaussian Process Regression with LLM Relevance Judgments. CoRR Yifan Liu, Qianfeng Wen, Jiazhou Liang, Mark Zhao, Justin Cui, Anton Korikov, Armin Toroghi, Junyoung Kim, Scott Sanner
2025	A	`conf`	Tutorial on Recommendation with Generative Models (Gen-RecSys). WSDM Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano
2024	A*	`conf`	A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys). KDD Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano
2024	J	`jnl`	A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys). CoRR Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano
2024	A	`conf`	Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation. RecSys David Eric Austin, Anton Korikov, Armin Toroghi, Scott Sanner
2024	J	`jnl`	Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation. CoRR David Eric Austin, Anton Korikov, Armin Toroghi, Scott Sanner
2024	J	`jnl`	Elaborative Subtopic Query Reformulation for Broad and Indirect Queries in Travel Destination Recommendation. CoRR Qianfeng Wen, Yifan Liu, Joshua Zhang, George Saad, Anton Korikov, Yury Sambale, Scott Sanner
2024	J	`jnl`	Large Language Model Driven Recommendation. CoRR Anton Korikov, Scott Sanner, Yashar Deldjoo, Zhankui He, Julian J. McAuley, Arnau Ramisa, René Vidal, Mahesh Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano, Francesco Ricci
2024	—	`conf`	Multi-Aspect Reviewed-Item Retrieval via LLM Query Decomposition and Aspect Fusion. IR-RAG@SIGIR Anton Korikov, George Saad, Ethan Baron, Mustafa Khan, Manav Shah, Scott Sanner
2024	J	`jnl`	Multi-Aspect Reviewed-Item Retrieval via LLM Query Decomposition and Aspect Fusion. CoRR Anton Korikov, George Saad, Ethan Baron, Mustafa Khan, Manav Shah, Scott Sanner
2024	J	`jnl`	Multi-modal Generative Models in Recommendation System. CoRR Arnau Ramisa, René Vidal, Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Mahesh Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, Francesco Ricci
2024	J	`jnl`	Recommendation with Generative Models. CoRR Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, Francesco Ricci
2024	A*	`conf`	Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking. SIGIR Sara Kemper, Justin Cui, Kai Dicarlantonio, Kathy Lin, Danjie Tang, Anton Korikov, Scott Sanner
2024	J	`jnl`	Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking. CoRR Sara Kemper, Justin Cui, Kai Dicarlantonio, Kathy Lin, Danjie Tang, Anton Korikov, Scott Sanner
2023	B	`conf`	Objective-Based Counterfactual Explanations for Linear Discrete Optimization. CPAIOR Anton Korikov, J. Christopher Beck
2023	A*	`conf`	Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval. SIGIR Haochen Zhang, Anton Korikov, Parsa Farinneya, Mohammad Mahdi Abdollah Pour, Manasa Bharadwaj, Ali Pesaranghader, Xi Yu Huang, Yi Xin Lok, Zhaoqi Wang, Nathan Jones, Scott Sanner
2023	J	`jnl`	Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval. CoRR Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Armin Toroghi, Anton Korikov, Ali Pesaranghader, Touqir Sajed, Manasa Bharadwaj, Borislav Mavrin, Scott Sanner
2023	—	`conf`	Self-supervised Contrastive BERT Fine-tuning for Fusion-Based Reviewed-Item Retrieval. ECIR (1) Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Armin Toroghi, Anton Korikov, Ali Pesaranghader, Touqir Sajed, Manasa Bharadwaj, Borislav Mavrin, Scott Sanner
2021	A*	`conf`	Counterfactual Explanations for Optimization-Based Decisions in the Context of the GDPR. IJCAI Anton Korikov, Alexander Shleyfman, J. Christopher Beck
2021	A	`conf`	Counterfactual Explanations via Inverse Constraint Programming. CP Anton Korikov, J. Christopher Beck