MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations
Fuente:
arXiv
Saved in:
| Main Authors: | Lumer, Elias, Gulati, Anmol, Subbiah, Vamse Kumar, Basavaraju, Pradeep Honaganahalli, Burke, James A. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Tool-to-Agent Retrieval: Bridging Tools and Agents for Scalable LLM Multi-Agent Systems
by: Lumer, Elias, et al.
Published: (2025)
by: Lumer, Elias, et al.
Published: (2025)
ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents
by: Lumer, Elias, et al.
Published: (2025)
by: Lumer, Elias, et al.
Published: (2025)
Agent-as-a-Graph: Knowledge Graph-Based Tool and Agent Retrieval for LLM Multi-Agent Systems
by: Nizar, Faheem, et al.
Published: (2025)
by: Nizar, Faheem, et al.
Published: (2025)
Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases
by: Lumer, Elias, et al.
Published: (2024)
by: Lumer, Elias, et al.
Published: (2024)
Graph RAG-Tool Fusion
by: Lumer, Elias, et al.
Published: (2025)
by: Lumer, Elias, et al.
Published: (2025)
Chronos: Temporal-Aware Conversational Agents with Structured Event Retrieval for Long-Term Memory
by: Sen, Sahil, et al.
Published: (2026)
by: Sen, Sahil, et al.
Published: (2026)
Is Grep All You Need? How Agent Harnesses Reshape Agentic Search
by: Sen, Sahil, et al.
Published: (2026)
by: Sen, Sahil, et al.
Published: (2026)
Ask Early, Ask Late, Ask Right: When Does Clarification Timing Matter for Long-Horizon Agents?
by: Gulati, Anmol, et al.
Published: (2026)
by: Gulati, Anmol, et al.
Published: (2026)
Jackal: A Real-World Execution-Based Benchmark Evaluating Large Language Models on Text-to-JQL Tasks
by: Frank, Kevin, et al.
Published: (2025)
by: Frank, Kevin, et al.
Published: (2025)
Comparison of Text-Based and Image-Based Retrieval in Multimodal Retrieval Augmented Generation Large Language Model Systems
by: Lumer, Elias, et al.
Published: (2025)
by: Lumer, Elias, et al.
Published: (2025)
Rethinking Retrieval: From Traditional Retrieval Augmented Generation to Agentic and Non-Vector Reasoning Systems in the Financial Domain for Large Language Models
by: Lumer, Elias, et al.
Published: (2025)
by: Lumer, Elias, et al.
Published: (2025)
Agentic Jackal: Live Execution and Semantic Value Grounding for Text-to-JQL
by: Murali, Vishnu, et al.
Published: (2026)
by: Murali, Vishnu, et al.
Published: (2026)
Don't Break the Cache: An Evaluation of Prompt Caching for Long-Horizon Agentic Tasks
by: Lumer, Elias, et al.
Published: (2026)
by: Lumer, Elias, et al.
Published: (2026)
Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents
by: Onweller, Hailey, et al.
Published: (2026)
by: Onweller, Hailey, et al.
Published: (2026)
MemCog: From Memory-as-Tool to Memory-as-Cognition in Conversational Agents
by: Li, Zihan, et al.
Published: (2026)
by: Li, Zihan, et al.
Published: (2026)
TA-Mem: Tool-Augmented Autonomous Memory Retrieval for LLM in Long-Term Conversational QA
by: Yuan, Mengwei, et al.
Published: (2026)
by: Yuan, Mengwei, et al.
Published: (2026)
ToolMem: Enhancing Multimodal Agents with Learnable Tool Capability Memory
by: Xiao, Yunzhong, et al.
Published: (2025)
by: Xiao, Yunzhong, et al.
Published: (2025)
TalkPlay-Tools: Conversational Music Recommendation with LLM Tool Calling
by: Doh, Seungheon, et al.
Published: (2025)
by: Doh, Seungheon, et al.
Published: (2025)
MemRouter: Memory-as-Embedding Routing for Long-Term Conversational Agents
by: Hu, Tianyu, et al.
Published: (2026)
by: Hu, Tianyu, et al.
Published: (2026)
ECG-Agent: On-Device Tool-Calling Agent for ECG Multi-Turn Dialogue
by: Chung, Hyunseung, et al.
Published: (2026)
by: Chung, Hyunseung, et al.
Published: (2026)
To Call or Not to Call: A Framework to Assess and Optimize LLM Tool Calling
by: Wu, Qinyuan, et al.
Published: (2026)
by: Wu, Qinyuan, et al.
Published: (2026)
Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents
by: Bei, Yuanchen, et al.
Published: (2026)
by: Bei, Yuanchen, et al.
Published: (2026)
T1: A Tool-Oriented Conversational Dataset for Multi-Turn Agentic Planning
by: Chakraborty, Amartya, et al.
Published: (2025)
by: Chakraborty, Amartya, et al.
Published: (2025)
HyperMem: Hypergraph Memory for Long-Term Conversations
by: Yue, Juwei, et al.
Published: (2026)
by: Yue, Juwei, et al.
Published: (2026)
The Evolution of Tool Use in LLM Agents: From Single-Tool Call to Multi-Tool Orchestration
by: Xu, Haoyuan, et al.
Published: (2026)
by: Xu, Haoyuan, et al.
Published: (2026)
Multi-Turn Reinforcement Learning for Tool-Calling Agents with Iterative Reward Calibration
by: Modecrua, Wachiravit, et al.
Published: (2026)
by: Modecrua, Wachiravit, et al.
Published: (2026)
ToolWeave: Structured Synthesis of Complex Multi-Turn Tool-Calling Dialogues
by: Khandelwal, Dinesh, et al.
Published: (2026)
by: Khandelwal, Dinesh, et al.
Published: (2026)
RC-GRPO: Reward-Conditioned Group Relative Policy Optimization for Multi-Turn Tool Calling Agents
by: Zhong, Haitian, et al.
Published: (2026)
by: Zhong, Haitian, et al.
Published: (2026)
HiMem: Hierarchical Long-Term Memory for LLM Long-Horizon Agents
by: Zhang, Ningning, et al.
Published: (2026)
by: Zhang, Ningning, et al.
Published: (2026)
UniToolCall: Unifying Tool-Use Representation, Data, and Evaluation for LLM Agents
by: Liang, Yijuan, et al.
Published: (2026)
by: Liang, Yijuan, et al.
Published: (2026)
GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations
by: Yang, Jingbo, et al.
Published: (2026)
by: Yang, Jingbo, et al.
Published: (2026)
Assertion-Conditioned Compliance: A Provenance-Aware Vulnerability in Multi-Turn Tool-Calling Agents
by: Waqas, Daud, et al.
Published: (2025)
by: Waqas, Daud, et al.
Published: (2025)
Memory-Induced Tool-Drift in LLM Agents
by: Dabas, Mahavir, et al.
Published: (2026)
by: Dabas, Mahavir, et al.
Published: (2026)
Causality Laundering: Denial-Feedback Leakage in Tool-Calling LLM Agents
by: Chinaei, Mohammad Hossein
Published: (2026)
by: Chinaei, Mohammad Hossein
Published: (2026)
EventMemAgent: Hierarchical Event-Centric Memory for Online Video Understanding with Adaptive Tool Use
by: Wen, Siwei, et al.
Published: (2026)
by: Wen, Siwei, et al.
Published: (2026)
LLM2Fx-Tools: Tool Calling For Music Post-Production
by: Doh, Seungheon, et al.
Published: (2025)
by: Doh, Seungheon, et al.
Published: (2025)
Ghost Tool Calls: Issue-Time Privacy for Speculative Agent Tools
by: Mohammadi, Bardia, et al.
Published: (2026)
by: Mohammadi, Bardia, et al.
Published: (2026)
MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents
by: Van, Hung Pham, et al.
Published: (2026)
by: Van, Hung Pham, et al.
Published: (2026)
AgentBelt: Runtime Guardrails for LLM Agent Tool Calls — ASE 2026 Artifact
by: Anonymous
Published: (2026)
by: Anonymous
Published: (2026)
ClawVM: Harness-Managed Virtual Memory for Stateful Tool-Using LLM Agents
by: Rafique, Mofasshara, et al.
Published: (2026)
by: Rafique, Mofasshara, et al.
Published: (2026)
Similar Items
-
Tool-to-Agent Retrieval: Bridging Tools and Agents for Scalable LLM Multi-Agent Systems
by: Lumer, Elias, et al.
Published: (2025) -
ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents
by: Lumer, Elias, et al.
Published: (2025) -
Agent-as-a-Graph: Knowledge Graph-Based Tool and Agent Retrieval for LLM Multi-Agent Systems
by: Nizar, Faheem, et al.
Published: (2025) -
Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases
by: Lumer, Elias, et al.
Published: (2024) -
Graph RAG-Tool Fusion
by: Lumer, Elias, et al.
Published: (2025)