Alignment for Efficient Tool Calling of Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Hongshen, Wang, Zihan, Zhu, Zichen, Pan, Lei, Chen, Xingyu, Chen, Lu, Yu, Kai |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reducing Tool Hallucination via Reliability Alignment
by: Xu, Hongshen, et al.
Published: (2024)
by: Xu, Hongshen, et al.
Published: (2024)
Delusions of Large Language Models
by: Xu, Hongshen, et al.
Published: (2025)
by: Xu, Hongshen, et al.
Published: (2025)
Multilingual Brain Surgeon: Large Language Models Can be Compressed Leaving No Language Behind
by: Zeng, Hongchuan, et al.
Published: (2024)
by: Zeng, Hongchuan, et al.
Published: (2024)
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding
by: Xu, Hongshen, et al.
Published: (2024)
by: Xu, Hongshen, et al.
Published: (2024)
Sparsity-Accelerated Training for Large Language Models
by: Ma, Da, et al.
Published: (2024)
by: Ma, Da, et al.
Published: (2024)
Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback
by: Xu, Hongshen, et al.
Published: (2024)
by: Xu, Hongshen, et al.
Published: (2024)
CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis
by: Xu, Xinzhe, et al.
Published: (2025)
by: Xu, Xinzhe, et al.
Published: (2025)
A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames
by: Xu, Hongshen, et al.
Published: (2024)
by: Xu, Hongshen, et al.
Published: (2024)
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions
by: Zhang, Hanchong, et al.
Published: (2024)
by: Zhang, Hanchong, et al.
Published: (2024)
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI
by: Sun, Liangtai, et al.
Published: (2022)
by: Sun, Liangtai, et al.
Published: (2022)
ToolRM: Outcome Reward Models for Tool-Calling Large Language Models
by: Agarwal, Mayank, et al.
Published: (2025)
by: Agarwal, Mayank, et al.
Published: (2025)
Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models
by: Zeng, Hongchuan, et al.
Published: (2024)
by: Zeng, Hongchuan, et al.
Published: (2024)
Developing ChemDFM as a large language foundation model for chemistry
by: Zhao, Zihan, et al.
Published: (2024)
by: Zhao, Zihan, et al.
Published: (2024)
DiSRouter: Distributed Self-Routing for LLM Selections
by: Zheng, Hang, et al.
Published: (2025)
by: Zheng, Hang, et al.
Published: (2025)
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios
by: Huang, Shiting, et al.
Published: (2025)
by: Huang, Shiting, et al.
Published: (2025)
Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity
by: Ma, Da, et al.
Published: (2024)
by: Ma, Da, et al.
Published: (2024)
Enhancing LLM Reliability via Explicit Knowledge Boundary Modeling
by: Zheng, Hang, et al.
Published: (2025)
by: Zheng, Hang, et al.
Published: (2025)
Natural Language Tools: A Natural Language Approach to Tool Calling In Large Language Agents
by: Johnson, Reid T., et al.
Published: (2025)
by: Johnson, Reid T., et al.
Published: (2025)
SciDFM: A Large Language Model with Mixture-of-Experts for Science
by: Sun, Liangtai, et al.
Published: (2024)
by: Sun, Liangtai, et al.
Published: (2024)
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research
by: Sun, Liangtai, et al.
Published: (2023)
by: Sun, Liangtai, et al.
Published: (2023)
Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models
by: Luo, Zheng, et al.
Published: (2026)
by: Luo, Zheng, et al.
Published: (2026)
BioTool: A Comprehensive Tool-Calling Dataset for Enhancing Biomedical Capabilities of Large Language Models
by: Gao, Xin, et al.
Published: (2026)
by: Gao, Xin, et al.
Published: (2026)
ChemDFM-X: Towards Large Multimodal Model for Chemistry
by: Zhao, Zihan, et al.
Published: (2024)
by: Zhao, Zihan, et al.
Published: (2024)
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)
A Survey on Training-free Alignment of Large Language Models
by: Pan, Birong, et al.
Published: (2025)
by: Pan, Birong, et al.
Published: (2025)
LLM-Align: Utilizing Large Language Models for Entity Alignment in Knowledge Graphs
by: Chen, Xuan, et al.
Published: (2024)
by: Chen, Xuan, et al.
Published: (2024)
Towards Efficient Exact Optimization of Language Model Alignment
by: Ji, Haozhe, et al.
Published: (2024)
by: Ji, Haozhe, et al.
Published: (2024)
Scaling Laws for Fact Memorization of Large Language Models
by: Lu, Xingyu, et al.
Published: (2024)
by: Lu, Xingyu, et al.
Published: (2024)
Evolving Subnetwork Training for Large Language Models
by: Li, Hanqi, et al.
Published: (2024)
by: Li, Hanqi, et al.
Published: (2024)
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
by: Gu, Jia-Chen, et al.
Published: (2024)
by: Gu, Jia-Chen, et al.
Published: (2024)
Hybrid and Unitary PEFT for Resource-Efficient Large Language Models
by: Qi, Haomin, et al.
Published: (2025)
by: Qi, Haomin, et al.
Published: (2025)
Self-Pluralising Culture Alignment for Large Language Models
by: Xu, Shaoyang, et al.
Published: (2024)
by: Xu, Shaoyang, et al.
Published: (2024)
NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models
by: Han, Han, et al.
Published: (2024)
by: Han, Han, et al.
Published: (2024)
Firefly: Illuminating Large-Scale Verified Tool-Call Data Generation from Real APIs
by: Lu, Yuxuan, et al.
Published: (2026)
by: Lu, Yuxuan, et al.
Published: (2026)
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
by: Ye, Junjie, et al.
Published: (2025)
by: Ye, Junjie, et al.
Published: (2025)
Sample-Efficient Alignment for LLMs
by: Liu, Zichen, et al.
Published: (2024)
by: Liu, Zichen, et al.
Published: (2024)
Personality Alignment of Large Language Models
by: Zhu, Minjun, et al.
Published: (2024)
by: Zhu, Minjun, et al.
Published: (2024)
MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models
by: Lin, Jianghao, et al.
Published: (2025)
by: Lin, Jianghao, et al.
Published: (2025)
SemPA: Improving Sentence Embeddings of Large Language Models through Semantic Preference Alignment
by: Chen, Ziyang, et al.
Published: (2026)
by: Chen, Ziyang, et al.
Published: (2026)
Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling
by: Deng, Qiyuan, et al.
Published: (2025)
by: Deng, Qiyuan, et al.
Published: (2025)
Similar Items
-
Reducing Tool Hallucination via Reliability Alignment
by: Xu, Hongshen, et al.
Published: (2024) -
Delusions of Large Language Models
by: Xu, Hongshen, et al.
Published: (2025) -
Multilingual Brain Surgeon: Large Language Models Can be Compressed Leaving No Language Behind
by: Zeng, Hongchuan, et al.
Published: (2024) -
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding
by: Xu, Hongshen, et al.
Published: (2024) -
Sparsity-Accelerated Training for Large Language Models
by: Ma, Da, et al.
Published: (2024)