SciAgent: Tool-augmented Language Models for Scientific Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Ma, Yubo, Gou, Zhibin, Hao, Junheng, Xu, Ruochen, Wang, Shuohang, Pan, Liangming, Yang, Yujiu, Cao, Yixin, Sun, Aixin, Awadalla, Hany, Chen, Weizhu |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution
by: Li, Xinze, et al.
Published: (2023)
by: Li, Xinze, et al.
Published: (2023)
SciAgent: A Unified Multi-Agent System for Generalistic Scientific Reasoning
by: Li, Xuchen, et al.
Published: (2025)
by: Li, Xuchen, et al.
Published: (2025)
SciAgents: Automating Scientific Discovery Through Bioinspired Multi‐Agent Intelligent Graph Reasoning
by: Alireza Ghafarollahi, et al.
Published: (2024)
by: Alireza Ghafarollahi, et al.
Published: (2024)
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
by: Gou, Zhibin, et al.
Published: (2023)
by: Gou, Zhibin, et al.
Published: (2023)
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
by: Gou, Zhibin, et al.
Published: (2023)
by: Gou, Zhibin, et al.
Published: (2023)
Exploring the Mystery of Influential Data for Mathematical Reasoning
by: Ni, Xinzhe, et al.
Published: (2024)
by: Ni, Xinzhe, et al.
Published: (2024)
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!
by: Ma, Yubo, et al.
Published: (2023)
by: Ma, Yubo, et al.
Published: (2023)
Long Context vs. RAG for LLMs: An Evaluation and Revisits
by: Li, Xinze, et al.
Published: (2024)
by: Li, Xinze, et al.
Published: (2024)
TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning
by: Lu, Xinyuan, et al.
Published: (2024)
by: Lu, Xinyuan, et al.
Published: (2024)
Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math
by: Xu, Haoran, et al.
Published: (2025)
by: Xu, Haoran, et al.
Published: (2025)
SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning
by: Ghafarollahi, Alireza, et al.
Published: (2024)
by: Ghafarollahi, Alireza, et al.
Published: (2024)
EMemBench: Interactive Benchmarking of Episodic Memory for VLM Agents
by: Li, Xinze, et al.
Published: (2026)
by: Li, Xinze, et al.
Published: (2026)
Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model
by: Yin, Yueqin, et al.
Published: (2025)
by: Yin, Yueqin, et al.
Published: (2025)
Rho-1: Not All Tokens Are What You Need
by: Lin, Zhenghao, et al.
Published: (2024)
by: Lin, Zhenghao, et al.
Published: (2024)
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning
by: Lin, Zicheng, et al.
Published: (2024)
by: Lin, Zicheng, et al.
Published: (2024)
Skill-as-Pseudocode: Refactoring Skill Libraries to Pseudocode for LLM Agents
by: Li, Xinze, et al.
Published: (2026)
by: Li, Xinze, et al.
Published: (2026)
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective
by: Yu, Yiyao, et al.
Published: (2025)
by: Yu, Yiyao, et al.
Published: (2025)
Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning
by: Huang, Yiming, et al.
Published: (2024)
by: Huang, Yiming, et al.
Published: (2024)
Towards a Mechanistic Understanding of Propositional Logical Reasoning in Large Language Models
by: Chen, Danchun, et al.
Published: (2026)
by: Chen, Danchun, et al.
Published: (2026)
SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration
by: Ding, Keyan, et al.
Published: (2025)
by: Ding, Keyan, et al.
Published: (2025)
SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents
by: Shen, Yujiong, et al.
Published: (2026)
by: Shen, Yujiong, et al.
Published: (2026)
Do Latent-CoT Models Think Step-by-Step? A Mechanistic Study on Sequential Reasoning Tasks
by: Liang, Jia, et al.
Published: (2026)
by: Liang, Jia, et al.
Published: (2026)
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models
by: Xu, Haoran, et al.
Published: (2023)
by: Xu, Haoran, et al.
Published: (2023)
SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning
by: Zheng, Tianshi, et al.
Published: (2026)
by: Zheng, Tianshi, et al.
Published: (2026)
MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations
by: Ma, Yubo, et al.
Published: (2024)
by: Ma, Yubo, et al.
Published: (2024)
ASA: Training-Free Representation Engineering for Tool-Calling Agents
by: Wang, Youjin, et al.
Published: (2026)
by: Wang, Youjin, et al.
Published: (2026)
Efficiently Editing Mixture-of-Experts Models with Compressed Experts
by: He, Yifei, et al.
Published: (2025)
by: He, Yifei, et al.
Published: (2025)
SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines
by: Wang, Yizhou, et al.
Published: (2025)
by: Wang, Yizhou, et al.
Published: (2025)
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics
by: You, Zhiwen, et al.
Published: (2024)
by: You, Zhiwen, et al.
Published: (2024)
SciVQR: A Multidisciplinary Multimodal Benchmark for Advanced Scientific Reasoning Evaluation
by: Guo, Longteng, et al.
Published: (2026)
by: Guo, Longteng, et al.
Published: (2026)
GRIN: GRadient-INformed MoE
by: Liu, Liyuan, et al.
Published: (2024)
by: Liu, Liyuan, et al.
Published: (2024)
Gait-Net-augmented Implicit Kino-dynamic MPC for Dynamic Variable-frequency Humanoid Locomotion over Discrete Terrains
by: Li, Junheng, et al.
Published: (2025)
by: Li, Junheng, et al.
Published: (2025)
Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings
by: Ma, Yubo, et al.
Published: (2025)
by: Ma, Yubo, et al.
Published: (2025)
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
by: Wang, Yiping, et al.
Published: (2025)
by: Wang, Yiping, et al.
Published: (2025)
OMNIFLOW: A Physics-Grounded Multimodal Agent for Generalized Scientific Reasoning
by: Wu, Hao, et al.
Published: (2026)
by: Wu, Hao, et al.
Published: (2026)
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
by: Wang, Xinyi, et al.
Published: (2024)
by: Wang, Xinyi, et al.
Published: (2024)
SciMDR: Advancing Scientific Multimodal Document Reasoning
by: Chen, Ziyu, et al.
Published: (2026)
by: Chen, Ziyu, et al.
Published: (2026)
Scaling Laws of Synthetic Data for Language Models
by: Qin, Zeyu, et al.
Published: (2025)
by: Qin, Zeyu, et al.
Published: (2025)
ChemToolAgent: The Impact of Tools on Language Agents for Chemistry Problem Solving
by: Yu, Botao, et al.
Published: (2024)
by: Yu, Botao, et al.
Published: (2024)
Improving Large Language Models in Event Relation Logical Prediction
by: Chen, Meiqi, et al.
Published: (2023)
by: Chen, Meiqi, et al.
Published: (2023)
Similar Items
-
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution
by: Li, Xinze, et al.
Published: (2023) -
SciAgent: A Unified Multi-Agent System for Generalistic Scientific Reasoning
by: Li, Xuchen, et al.
Published: (2025) -
SciAgents: Automating Scientific Discovery Through Bioinspired Multi‐Agent Intelligent Graph Reasoning
by: Alireza Ghafarollahi, et al.
Published: (2024) -
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
by: Gou, Zhibin, et al.
Published: (2023) -
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
by: Gou, Zhibin, et al.
Published: (2023)