Saved in:
| Main Authors: | Zhang, Zeyu, Zhang, Yang, Tan, Haoran, Li, Rui, Chen, Xu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2508.13250 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
by: Zhang, Xiaoming, et al.
Published: (2024)
by: Zhang, Xiaoming, et al.
Published: (2024)
Personal Visual Memory from Explicit and Implicit Evidence
by: Nguyen, Viet, et al.
Published: (2026)
by: Nguyen, Viet, et al.
Published: (2026)
Learn to Memorize: Optimizing LLM-based Agents with Adaptive Memory Framework
by: Zhang, Zeyu, et al.
Published: (2025)
by: Zhang, Zeyu, et al.
Published: (2025)
Multi-hop Question Answering
by: Mavi, Vaibhav, et al.
Published: (2022)
by: Mavi, Vaibhav, et al.
Published: (2022)
MSynFD: Multi-hop Syntax aware Fake News Detection
by: Xiao, Liang, et al.
Published: (2024)
by: Xiao, Liang, et al.
Published: (2024)
PrLM: Learning Explicit Reasoning for Personalized RAG via Contrastive Reward Optimization
by: Zhang, Kepu, et al.
Published: (2025)
by: Zhang, Kepu, et al.
Published: (2025)
Memory-Based vs. Context-Only Conditioning Produces Distinct Behavioral Patterns in Stateful Personalization
by: Park, Junsoo, et al.
Published: (2026)
by: Park, Junsoo, et al.
Published: (2026)
ActMem: Bridging the Gap Between Memory Retrieval and Reasoning in LLM Agents
by: Zhang, Xiaohui, et al.
Published: (2026)
by: Zhang, Xiaohui, et al.
Published: (2026)
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)
Dialect vs Demographics: Quantifying LLM Bias from Implicit Linguistic Signals vs. Explicit User Profiles
by: Haq, Irti, et al.
Published: (2026)
by: Haq, Irti, et al.
Published: (2026)
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering
by: Jiapeng, Li, et al.
Published: (2024)
by: Jiapeng, Li, et al.
Published: (2024)
Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation
by: Salemi, Alireza, et al.
Published: (2025)
by: Salemi, Alireza, et al.
Published: (2025)
Dep-Search: Learning Dependency-Aware Reasoning Traces with Persistent Memory
by: Liu, Yanming, et al.
Published: (2026)
by: Liu, Yanming, et al.
Published: (2026)
RAG-R1: Incentivizing the Search and Reasoning Capabilities of LLMs through Multi-query Parallelism
by: Tan, Zhiwen, et al.
Published: (2025)
by: Tan, Zhiwen, et al.
Published: (2025)
PMG : Personalized Multimodal Generation with Large Language Models
by: Shen, Xiaoteng, et al.
Published: (2024)
by: Shen, Xiaoteng, et al.
Published: (2024)
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval
by: Chen, Peter Baile, et al.
Published: (2024)
by: Chen, Peter Baile, et al.
Published: (2024)
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers
by: Zhang, Zhuocheng, et al.
Published: (2025)
by: Zhang, Zhuocheng, et al.
Published: (2025)
When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering
by: Astaraki, Mahdi, et al.
Published: (2026)
by: Astaraki, Mahdi, et al.
Published: (2026)
RecGPT: Generative Personalized Prompts for Sequential Recommendation via ChatGPT Training Paradigm
by: Zhang, Yabin, et al.
Published: (2024)
by: Zhang, Yabin, et al.
Published: (2024)
Leveraging LLM Reasoning Enhances Personalized Recommender Systems
by: Tsai, Alicia Y., et al.
Published: (2024)
by: Tsai, Alicia Y., 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)
PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering
by: Du, Yiming, et al.
Published: (2024)
by: Du, Yiming, et al.
Published: (2024)
MemoBrain: Executive Memory as an Agentic Brain for Reasoning
by: Qian, Hongjin, et al.
Published: (2026)
by: Qian, Hongjin, et al.
Published: (2026)
LightThinker++: From Reasoning Compression to Memory Management
by: Zhu, Yuqi, et al.
Published: (2026)
by: Zhu, Yuqi, et al.
Published: (2026)
IG-Search: Step-Level Information Gain Rewards for Search-Augmented Reasoning
by: Liang, Zihan, et al.
Published: (2026)
by: Liang, Zihan, et al.
Published: (2026)
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs
by: Wang, Ruijie, et al.
Published: (2022)
by: Wang, Ruijie, et al.
Published: (2022)
Structured Distillation for Personalized Agent Memory: 11x Token Reduction with Retrieval Preservation
by: Lewis, Sydney
Published: (2026)
by: Lewis, Sydney
Published: (2026)
Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion
by: Wang, Hebin, et al.
Published: (2024)
by: Wang, Hebin, et al.
Published: (2024)
Explicit and Implicit Semantic Ranking Framework
by: Zhu, Xiaofeng, et al.
Published: (2023)
by: Zhu, Xiaofeng, et al.
Published: (2023)
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens
by: Chen, Yu, et al.
Published: (2026)
by: Chen, Yu, et al.
Published: (2026)
Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information
by: Huang, Youcheng, et al.
Published: (2025)
by: Huang, Youcheng, et al.
Published: (2025)
NextMem: Towards Latent Factual Memory for LLM-based Agents
by: Zhang, Zeyu, et al.
Published: (2026)
by: Zhang, Zeyu, et al.
Published: (2026)
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues
by: Yang, Diji, et al.
Published: (2024)
by: Yang, Diji, et al.
Published: (2024)
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
by: Zhou, Zijian, et al.
Published: (2025)
by: Zhou, Zijian, et al.
Published: (2025)
Multi-Stage Verification-Centric Framework for Mitigating Hallucination in Multi-Modal RAG
by: Chen, Baiyu, et al.
Published: (2025)
by: Chen, Baiyu, et al.
Published: (2025)
Thinking Forward and Backward: Multi-Objective Reinforcement Learning for Retrieval-Augmented Reasoning
by: Wei, Wenda, et al.
Published: (2025)
by: Wei, Wenda, et al.
Published: (2025)
Text-to-SPARQL Goes Beyond English: Multilingual Question Answering Over Knowledge Graphs through Human-Inspired Reasoning
by: Perevalov, Aleksandr, et al.
Published: (2025)
by: Perevalov, Aleksandr, et al.
Published: (2025)
SubSearch: Intermediate Rewards for Unsupervised Guided Reasoning in Complex Retrieval
by: Petcu, Roxana, et al.
Published: (2026)
by: Petcu, Roxana, et al.
Published: (2026)
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
by: Shi, Zhengliang, et al.
Published: (2024)
by: Shi, Zhengliang, et al.
Published: (2024)
APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI
by: Banerjee, Pratyay, et al.
Published: (2026)
by: Banerjee, Pratyay, et al.
Published: (2026)
Similar Items
-
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
by: Zhang, Xiaoming, et al.
Published: (2024) -
Personal Visual Memory from Explicit and Implicit Evidence
by: Nguyen, Viet, et al.
Published: (2026) -
Learn to Memorize: Optimizing LLM-based Agents with Adaptive Memory Framework
by: Zhang, Zeyu, et al.
Published: (2025) -
Multi-hop Question Answering
by: Mavi, Vaibhav, et al.
Published: (2022) -
MSynFD: Multi-hop Syntax aware Fake News Detection
by: Xiao, Liang, et al.
Published: (2024)