Saved in:
| Main Authors: | Huang, Shouzheng, Zhang, Meishan, Hu, Baotian, Zhang, Min |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2604.13787 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation
by: Zhao, Xinping, et al.
Published: (2025)
by: Zhao, Xinping, et al.
Published: (2025)
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey
by: Zhang, Meishan, et al.
Published: (2025)
by: Zhang, Meishan, et al.
Published: (2025)
Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning
by: Chen, Zhuoen, et al.
Published: (2026)
by: Chen, Zhuoen, et al.
Published: (2026)
Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
by: Chen, Huiyao, et al.
Published: (2025)
by: Chen, Huiyao, et al.
Published: (2025)
Agentic Tool Use in Large Language Models
by: Hu, Jinchao, et al.
Published: (2026)
by: Hu, Jinchao, et al.
Published: (2026)
ToolGate: Contract-Grounded and Verified Tool Execution for LLMs
by: Liu, Yanming, et al.
Published: (2026)
by: Liu, Yanming, et al.
Published: (2026)
ToolRM: Towards Agentic Tool-Use Reward Modeling
by: Li, Renhao, et al.
Published: (2025)
by: Li, Renhao, et al.
Published: (2025)
FinToolSyn: A forward synthesis Framework for Financial Tool-Use Dialogue Data with Dynamic Tool Retrieval
by: Huang, Caishuang, et al.
Published: (2026)
by: Huang, Caishuang, et al.
Published: (2026)
Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal Large Model with Advanced MoE, Training and Data
by: Li, Yunxin, et al.
Published: (2025)
by: Li, Yunxin, et al.
Published: (2025)
MCPVerse: An Expansive, Real-World Benchmark for Agentic Tool Use
by: Lei, Fei, et al.
Published: (2025)
by: Lei, Fei, et al.
Published: (2025)
Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework
by: Zhang, Chenyuan, et al.
Published: (2026)
by: Zhang, Chenyuan, et al.
Published: (2026)
KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model
by: Zhao, Xinping, et al.
Published: (2025)
by: Zhao, Xinping, et al.
Published: (2025)
VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use
by: Jiang, Dongfu, et al.
Published: (2025)
by: Jiang, Dongfu, et al.
Published: (2025)
OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational Agents
by: Sun, Qiang, et al.
Published: (2024)
by: Sun, Qiang, et al.
Published: (2024)
Case-Based Calibration of Adaptive Reasoning and Execution for LLM Tool Use
by: Pang, Renning, et al.
Published: (2026)
by: Pang, Renning, et al.
Published: (2026)
GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces
by: Geng, Xinyu, et al.
Published: (2026)
by: Geng, Xinyu, et al.
Published: (2026)
ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback
by: Mou, Yutao, et al.
Published: (2026)
by: Mou, Yutao, et al.
Published: (2026)
Improving Value-based Process Verifier via Low-Cost Variance Reduction
by: Sun, Zetian, et al.
Published: (2025)
by: Sun, Zetian, et al.
Published: (2025)
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation
by: Zhao, Xinping, et al.
Published: (2024)
by: Zhao, Xinping, et al.
Published: (2024)
FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments
by: Saeidi, Amir, et al.
Published: (2026)
by: Saeidi, Amir, et al.
Published: (2026)
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
by: Li, Zhuofeng, et al.
Published: (2025)
by: Li, Zhuofeng, et al.
Published: (2025)
MARAG-R1: Beyond Single Retriever via Reinforcement-Learned Multi-Tool Agentic Retrieval
by: Luo, Qi, et al.
Published: (2025)
by: Luo, Qi, et al.
Published: (2025)
EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL
by: Xu, Minrui, et al.
Published: (2026)
by: Xu, Minrui, et al.
Published: (2026)
AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use
by: Lyu, Yuanjie, et al.
Published: (2026)
by: Lyu, Yuanjie, et al.
Published: (2026)
ComPASS: Towards Personalized Agentic Social Support via Tool-Augmented Companionship
by: Huang, Zhaopei, et al.
Published: (2026)
by: Huang, Zhaopei, et al.
Published: (2026)
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
by: Feng, Jiazhan, et al.
Published: (2025)
by: Feng, Jiazhan, et al.
Published: (2025)
LMEB: Long-horizon Memory Embedding Benchmark
by: Zhao, Xinping, et al.
Published: (2026)
by: Zhao, Xinping, et al.
Published: (2026)
ASTER: Agentic Scaling with Tool-integrated Extended Reasoning
by: Zhang, Xuqin, et al.
Published: (2026)
by: Zhang, Xuqin, et al.
Published: (2026)
RoboOmni: Proactive Robot Manipulation in Omni-modal Context
by: Wang, Siyin, et al.
Published: (2025)
by: Wang, Siyin, et al.
Published: (2025)
Generative Multimodal Entity Linking
by: Shi, Senbao, et al.
Published: (2023)
by: Shi, Senbao, et al.
Published: (2023)
Implicit Hierarchical GRPO: Decoupling Tool Invocation from Execution for Tool-Integrated Mathematical Reasoning
by: Wang, Li, et al.
Published: (2026)
by: Wang, Li, et al.
Published: (2026)
GTA-2: Benchmarking General Tool Agents from Atomic Tool-Use to Open-Ended Workflows
by: Wang, Jize, et al.
Published: (2026)
by: Wang, Jize, et al.
Published: (2026)
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation
by: Hu, Xinshuo, et al.
Published: (2023)
by: Hu, Xinshuo, et al.
Published: (2023)
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models
by: Huang, Zhongzhen, et al.
Published: (2024)
by: Huang, Zhongzhen, et al.
Published: (2024)
PyVision: Agentic Vision with Dynamic Tooling
by: Zhao, Shitian, et al.
Published: (2025)
by: Zhao, Shitian, et al.
Published: (2025)
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
by: Huang, Yue, et al.
Published: (2023)
by: Huang, Yue, et al.
Published: (2023)
WindowsWorld: A Process-Centric Benchmark of Autonomous GUI Agents in Professional Cross-Application Environments
by: Li, Jinchao, et al.
Published: (2026)
by: Li, Jinchao, et al.
Published: (2026)
ToolGen: Unified Tool Retrieval and Calling via Generation
by: Wang, Renxi, et al.
Published: (2024)
by: Wang, Renxi, et al.
Published: (2024)
Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools
by: Wu, Junde, et al.
Published: (2025)
by: Wu, Junde, et al.
Published: (2025)
Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
by: Zhang, Xiaoyi, et al.
Published: (2025)
by: Zhang, Xiaoyi, et al.
Published: (2025)
Similar Items
-
Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation
by: Zhao, Xinping, et al.
Published: (2025) -
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey
by: Zhang, Meishan, et al.
Published: (2025) -
Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning
by: Chen, Zhuoen, et al.
Published: (2026) -
Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
by: Chen, Huiyao, et al.
Published: (2025) -
Agentic Tool Use in Large Language Models
by: Hu, Jinchao, et al.
Published: (2026)