Salemi, Alireza
- LaMP: When Large Language Models Meet Personalization
2023/04/22 by Alireza Salemi, Salemi, Alireza, Sheshera Mysore +5 · 68 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, Salemi, Alireza, Surya Kallumadi +3 · 24 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, Salemi, Alireza, Hamed Zamani +1 · 12 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 · 12 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 · 14 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 Salemi, Alireza, Zamani, Hamed · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Accelerating Retrieval-Augmented Generation
2024/12/14 by Derrick Quinn, Mohammad Nouri, Quinn, Derrick +13 · 7 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)
- ExPerT: Effective and Explainable Evaluation of Personalized Long-Form Text Generation
2025/01/24 by Salemi, Alireza, Killingback, Julian, Zamani, Hamed · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models
2024/09/14 by Alireza Salemi, Hamed Zamani, Salemi, Alireza +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
- A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering
2023/04/26 by Salemi, Alireza, Pizzorno, Juan Altmayer, Zamani, Hamed · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation
2025/01/07 by Alireza Salemi, Cheng Li, Salemi, Alireza +15 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- LaMP-QA: A Benchmark for Personalized Long-form Question Answering
2025/05/30 by Salemi, Alireza, Zamani, Hamed · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- 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 · 3 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 Tavakoli, Mohammad, Salemi, Alireza, Ye, Carrie +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
2024/07/17 by To Eun Kim, Alireza Salemi, Kim, To Eun +7 · 1 citation
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 Salemi, Alireza, Zamani, Hamed · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)