ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Xixi, Li, Kuan, Zhao, Yida, Zhang, Liwen, Ou, Litu, Yin, Huifeng, Zhang, Zhongwang, Yu, Xinmiao, Zhang, Dingchu, Jiang, Yong, Xie, Pengjun, Huang, Fei, Cheng, Minhao, Wang, Shuai, Cheng, Hong, Zhou, Jingren |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents
by: Ou, Litu, et al.
Published: (2025)
by: Ou, Litu, et al.
Published: (2025)
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
by: Li, Kuan, et al.
Published: (2025)
by: Li, Kuan, et al.
Published: (2025)
AgentFold: Long-Horizon Web Agents with Proactive Context Management
by: Ye, Rui, et al.
Published: (2025)
by: Ye, Rui, et al.
Published: (2025)
LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation
by: Nguyen, Huyen, et al.
Published: (2026)
by: Nguyen, Huyen, et al.
Published: (2026)
WebSailor: Navigating Super-human Reasoning for Web Agent
by: Li, Kuan, et al.
Published: (2025)
by: Li, Kuan, et al.
Published: (2025)
Repurposing Synthetic Data for Fine-grained Search Agent Supervision
by: Zhao, Yida, et al.
Published: (2025)
by: Zhao, Yida, et al.
Published: (2025)
LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs -- No Silver Bullet for LC or RAG Routing
by: Li, Kuan, et al.
Published: (2025)
by: Li, Kuan, et al.
Published: (2025)
Context-Aware Hierarchical Merging for Long Document Summarization
by: Ou, Litu, et al.
Published: (2025)
by: Ou, Litu, et al.
Published: (2025)
WebAnchor: Anchoring Agent Planning to Stabilize Long-Horizon Web Reasoning
by: Yu, Xinmiao, et al.
Published: (2026)
by: Yu, Xinmiao, et al.
Published: (2026)
Nested Browser-Use Learning for Agentic Information Seeking
by: Li, Baixuan, et al.
Published: (2025)
by: Li, Baixuan, et al.
Published: (2025)
EvolveSearch: An Iterative Self-Evolving Search Agent
by: Zhang, Dingchu, et al.
Published: (2025)
by: Zhang, Dingchu, et al.
Published: (2025)
ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking
by: Li, Baixuan, et al.
Published: (2025)
by: Li, Baixuan, et al.
Published: (2025)
WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking
by: Tao, Zhengwei, et al.
Published: (2025)
by: Tao, Zhengwei, et al.
Published: (2025)
Route Before Retrieve: Activating Latent Routing Abilities of LLMs for RAG vs. Long-Context Selection
by: Chen, Yiwen, et al.
Published: (2026)
by: Chen, Yiwen, et al.
Published: (2026)
IterResearch: Rethinking Long-Horizon Agents with Interaction Scaling
by: Chen, Guoxin, et al.
Published: (2025)
by: Chen, Guoxin, et al.
Published: (2025)
WebDancer: Towards Autonomous Information Seeking Agency
by: Wu, Jialong, et al.
Published: (2025)
by: Wu, Jialong, et al.
Published: (2025)
Highly Efficient Parallel Row-Layered Min-Sum MDPC Decoder for McEliece Cryptosystem
by: Cai, Jiaxuan, et al.
Published: (2024)
by: Cai, Jiaxuan, et al.
Published: (2024)
WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents
by: Qiao, Zile, et al.
Published: (2025)
by: Qiao, Zile, et al.
Published: (2025)
ZeroSearch: Incentivize the Search Capability of LLMs without Searching
by: Sun, Hao, et al.
Published: (2025)
by: Sun, Hao, et al.
Published: (2025)
AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents
by: Feng, Zhaopeng, et al.
Published: (2026)
by: Feng, Zhaopeng, et al.
Published: (2026)
Tongyi DeepResearch Technical Report
by: Tongyi DeepResearch Team, et al.
Published: (2025)
by: Tongyi DeepResearch Team, et al.
Published: (2025)
ContextBudget: Budget-Aware Context Management for Long-Horizon Search Agents
by: Wu, Yong, et al.
Published: (2026)
by: Wu, Yong, et al.
Published: (2026)
Evidence-Augmented Policy Optimization with Reward Co-Evolution for Long-Context Reasoning
by: Guan, Xin, et al.
Published: (2026)
by: Guan, Xin, et al.
Published: (2026)
WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
by: Tao, Zhengwei, et al.
Published: (2025)
by: Tao, Zhengwei, et al.
Published: (2025)
Demystifying Reinforcement Learning for Long-Horizon Tool-Using Agents: A Comprehensive Recipe
by: Wu, Xixi, et al.
Published: (2026)
by: Wu, Xixi, et al.
Published: (2026)
Concerted genetic and transcriptomic shifts underlie adaptation to a latitudinal thermal gradient within a widespread mantis shrimp.
by: Zhang, Liwen, et al.
Published: (2025)
by: Zhang, Liwen, et al.
Published: (2025)
Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization
by: Zhang, Yaoyu, et al.
Published: (2024)
by: Zhang, Yaoyu, et al.
Published: (2024)
FoldAct: Efficient and Stable Context Folding for Long-Horizon Search Agents
by: Shao, Jiaqi, et al.
Published: (2025)
by: Shao, Jiaqi, et al.
Published: (2025)
Scaling Agents via Continual Pre-training
by: Su, Liangcai, et al.
Published: (2025)
by: Su, Liangcai, et al.
Published: (2025)
Revisiting Text Ranking in Deep Research
by: Meng, Chuan, et al.
Published: (2026)
by: Meng, Chuan, et al.
Published: (2026)
CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization
by: Zhang, Ruochen, et al.
Published: (2023)
by: Zhang, Ruochen, et al.
Published: (2023)
Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search
by: Yen, Howard, et al.
Published: (2025)
by: Yen, Howard, et al.
Published: (2025)
StrucSum: Graph-Structured Reasoning for Long Document Extractive Summarization with LLMs
by: Yuan, Haohan, et al.
Published: (2025)
by: Yuan, Haohan, et al.
Published: (2025)
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent
by: Geng, Xinyu, et al.
Published: (2025)
by: Geng, Xinyu, et al.
Published: (2025)
MaskSearch: A Universal Pre-Training Framework to Enhance Agentic Search Capability
by: Wu, Weiqi, et al.
Published: (2025)
by: Wu, Weiqi, et al.
Published: (2025)
Triple-Hoisted Baby-Step Giant-Step Linear Transformation over CKKS Homomorphic Encryption and Hardware Accelerator
by: Akherati, Sajjad, et al.
Published: (2026)
by: Akherati, Sajjad, et al.
Published: (2026)
Efficient Layered New Bit-Flipping QC-MDPC Decoder for BIKE Post-Quantum Cryptography
by: Cai, Jiaxuan, et al.
Published: (2024)
by: Cai, Jiaxuan, et al.
Published: (2024)
Multi-Input Ciphertext Multiplication for Homomorphic Encryption
by: Akherati, Sajjad, et al.
Published: (2026)
by: Akherati, Sajjad, et al.
Published: (2026)
Efficient Homomorphically Encrypted Convolutional Neural Network Without Rotation
by: Akherati, Sajjad, et al.
Published: (2024)
by: Akherati, Sajjad, et al.
Published: (2024)
HQC Post-Quantum Cryptography Decryption with Generalized Minimum-Distance Reed-Solomon Decoder
by: Cai, Jiaxuan, et al.
Published: (2026)
by: Cai, Jiaxuan, et al.
Published: (2026)
Similar Items
-
BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents
by: Ou, Litu, et al.
Published: (2025) -
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
by: Li, Kuan, et al.
Published: (2025) -
AgentFold: Long-Horizon Web Agents with Proactive Context Management
by: Ye, Rui, et al.
Published: (2025) -
LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation
by: Nguyen, Huyen, et al.
Published: (2026) -
WebSailor: Navigating Super-human Reasoning for Web Agent
by: Li, Kuan, et al.
Published: (2025)