LaMP: When Large Language Models Meet Personalization
Fuente:
arXiv
Saved in:
| Main Authors: | Salemi, Alireza, Mysore, Sheshera, Bendersky, Michael, Zamani, Hamed |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LaMP-QA: A Benchmark for Personalized Long-form Question Answering
by: Salemi, Alireza, et al.
Published: (2025)
by: Salemi, Alireza, et al.
Published: (2025)
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models
by: Salemi, Alireza, et al.
Published: (2024)
by: Salemi, Alireza, et al.
Published: (2024)
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation
by: Salemi, Alireza, et al.
Published: (2024)
by: Salemi, Alireza, et al.
Published: (2024)
Learning from Natural Language Feedback for Personalized Question Answering
by: Salemi, Alireza, et al.
Published: (2025)
by: Salemi, Alireza, et al.
Published: (2025)
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models
by: Salemi, Alireza, et al.
Published: (2024)
by: Salemi, Alireza, et al.
Published: (2024)
Improving User Privacy in Personalized Generation: Client-Side Retrieval-Augmented Modification of Server-Side Generated Speculations
by: Salemi, Alireza, et al.
Published: (2026)
by: Salemi, Alireza, et al.
Published: (2026)
Bridging Personalization and Control in Scientific Personalized Search
by: Mysore, Sheshera, et al.
Published: (2024)
by: Mysore, Sheshera, et al.
Published: (2024)
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization
by: Salemi, Alireza, et al.
Published: (2024)
by: Salemi, Alireza, et al.
Published: (2024)
Learning to Reason for Multi-Step Retrieval of Personal Context in Personalized Question Answering
by: Amirizaniani, Maryam, et al.
Published: (2026)
by: Amirizaniani, Maryam, et al.
Published: (2026)
Can Instructed Retrieval Models Really Support Exploration?
by: Maheshwari, Piyush, et al.
Published: (2026)
by: Maheshwari, Piyush, et al.
Published: (2026)
Evaluating Retrieval Quality in Retrieval-Augmented Generation
by: Salemi, Alireza, et al.
Published: (2024)
by: Salemi, Alireza, et al.
Published: (2024)
ExPerT: Effective and Explainable Evaluation of Personalized Long-Form Text Generation
by: Salemi, Alireza, et al.
Published: (2025)
by: Salemi, Alireza, et al.
Published: (2025)
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization
by: Zamani, Hamed, et al.
Published: (2024)
by: Zamani, Hamed, et al.
Published: (2024)
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-Training
by: Salemi, Alireza, et al.
Published: (2025)
by: Salemi, Alireza, et al.
Published: (2025)
Plan-and-Refine: Diverse and Comprehensive Retrieval-Augmented Generation
by: Salemi, Alireza, et al.
Published: (2025)
by: Salemi, Alireza, et al.
Published: (2025)
Interactive Topic Models with Optimal Transport
by: Dhanania, Garima, et al.
Published: (2024)
by: Dhanania, Garima, et al.
Published: (2024)
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles
by: Ng, Ho Yin 'Sam', et al.
Published: (2025)
by: Ng, Ho Yin 'Sam', et al.
Published: (2025)
Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation
by: Salemi, Alireza, et al.
Published: (2025)
by: Salemi, Alireza, et al.
Published: (2025)
LaMP-Val: Large Language Models Empower Personalized Valuation in Auction
by: Sun, Jie, et al.
Published: (2024)
by: Sun, Jie, et al.
Published: (2024)
Pathways of Thoughts: Multi-Directional Thinking for Long-form Personalized Question Answering
by: Salemi, Alireza, et al.
Published: (2025)
by: Salemi, Alireza, et al.
Published: (2025)
LongLaMP: A Benchmark for Personalized Long-form Text Generation
by: Kumar, Ishita, et al.
Published: (2024)
by: Kumar, Ishita, et al.
Published: (2024)
Beyond Factual Accuracy: Evaluating Coverage of Diverse Factual Information in Long-form Text Generation
by: Samarinas, Chris, et al.
Published: (2025)
by: Samarinas, Chris, et al.
Published: (2025)
Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild
by: Mysore, Sheshera, et al.
Published: (2025)
by: Mysore, Sheshera, et al.
Published: (2025)
Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers
by: Mysore, Sheshera, et al.
Published: (2023)
by: Mysore, Sheshera, et al.
Published: (2023)
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
by: Kim, To Eun, et al.
Published: (2024)
by: Kim, To Eun, et al.
Published: (2024)
Multimodal Reranking for Knowledge-Intensive Visual Question Answering
by: Wen, Haoyang, et al.
Published: (2024)
by: Wen, Haoyang, et al.
Published: (2024)
Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
by: Tavakoli, Mohammad, et al.
Published: (2025)
by: Tavakoli, Mohammad, et al.
Published: (2025)
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking
by: Samarinas, Chris, et al.
Published: (2025)
by: Samarinas, Chris, et al.
Published: (2025)
LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning
by: Li, Zhe, et al.
Published: (2024)
by: Li, Zhe, et al.
Published: (2024)
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities
by: Chen, Jin, et al.
Published: (2023)
by: Chen, Jin, et al.
Published: (2023)
Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models
by: Samarinas, Chris, et al.
Published: (2024)
by: Samarinas, Chris, et al.
Published: (2024)
LaMsS: When Large Language Models Meet Self-Skepticism
by: Wu, Yetao, et al.
Published: (2024)
by: Wu, Yetao, et al.
Published: (2024)
Personalization of Large Language Models: A Survey
by: Zhang, Zhehao, et al.
Published: (2024)
by: Zhang, Zhehao, et al.
Published: (2024)
Ambiguity-Aware In-Context Learning with Large Language Models
by: Gao, Lingyu, et al.
Published: (2023)
by: Gao, Lingyu, et al.
Published: (2023)
Learning to Rewrite Prompts for Personalized Text Generation
by: Li, Cheng, et al.
Published: (2023)
by: Li, Cheng, et al.
Published: (2023)
Benchmarking Information Retrieval Models on Complex Retrieval Tasks
by: Killingback, Julian, et al.
Published: (2025)
by: Killingback, Julian, et al.
Published: (2025)
Accelerating Retrieval-Augmented Generation
by: Quinn, Derrick, et al.
Published: (2024)
by: Quinn, Derrick, et al.
Published: (2024)
Programming by Examples Meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction
by: Naik, Atharva, et al.
Published: (2025)
by: Naik, Atharva, et al.
Published: (2025)
LLM-Based Multi-Agent Blackboard System for Information Discovery in Data Science
by: Salemi, Alireza, et al.
Published: (2025)
by: Salemi, Alireza, et al.
Published: (2025)
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification
by: Zhu, Yaxin, et al.
Published: (2023)
by: Zhu, Yaxin, et al.
Published: (2023)
Similar Items
-
LaMP-QA: A Benchmark for Personalized Long-form Question Answering
by: Salemi, Alireza, et al.
Published: (2025) -
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models
by: Salemi, Alireza, et al.
Published: (2024) -
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation
by: Salemi, Alireza, et al.
Published: (2024) -
Learning from Natural Language Feedback for Personalized Question Answering
by: Salemi, Alireza, et al.
Published: (2025) -
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models
by: Salemi, Alireza, et al.
Published: (2024)