Alireza Salemi
- LaMP: When Large Language Models Meet Personalization
2023/04/22 by Alireza Salemi, Salemi, Alireza, Sheshera Mysore +5 · 89 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Recommender Systems and Techniques
- Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation
2024/04/09 by Alireza Salemi, Surya Kallumadi, Salemi, Alireza +3 · 32 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Recommender Systems and Techniques
- Evaluating Retrieval Quality in Retrieval-Augmented Generation
2024/04/21 by Alireza Salemi, Hamed Zamani, Salemi, Alireza +1 · 21 citations
Computer Science · #Recommender Systems and Techniques #Topic Modeling #Speech and dialogue systems
- LongLaMP: A Benchmark for Personalized Long-form Text Generation
2024/06/27 by Ishita Kumar, Kumar, Ishita, Sushrita Yerra +24 · 22 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Personalized Generation In Large Model Era: A Survey
2025/03/04 by Yuehang Xu, Jinghao Zhang, Xu, Yiyan +15 · 18 citations
Computer Science · #Distributed and Parallel Computing Systems #Age of Information Optimization
- Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models
2024/04/30 by Alireza Salemi, Salemi, Alireza, Hamed Zamani +1 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- Accelerating Retrieval-Augmented Generation
2024/12/14 by Derrick Quinn, Quinn, Derrick, Mohammad Nouri +13 · 8 citations
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Information Retrieval (cs.IR) #Parallel #Speech and dialogue systems #and Cluster Computing (cs.DC)
- Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation
2025/01/07 by Alireza Salemi, Cheng Li, Salemi, Alireza +15 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models
2024/09/14 by Alireza Salemi, Salemi, Alireza, Hamed Zamani +1 · 5 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Topic Modeling
- Beyond Factual Accuracy: Evaluating Coverage of Diverse Factual Information in Long-form Text Generation
2025/01/07 by Chris Samarinas, Alexander Krubner, Samarinas, Chris +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Beyond A Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
2025/10/31 by Mohammad Bagher Tavakoli, Alireza Salemi, Tavakoli, Mohammad +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
- Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
2024/07/17 by To Eun Kim, Alireza Salemi, Kim, To Eun +7 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Topic Modeling
- Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization
2024/10/13 by Alireza Salemi, Salemi, Alireza, Hamed Zamani +1 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR)
- LLM-Based Multi-Agent Blackboard System for Information Discovery in Data Science
2025/09/30 by Alireza Salemi, Salemi, Alireza, Mihir Parmar +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)