Saved in:
| Main Authors: | Tao, Jinkai, Wang, Yubo, Liu, Xiaoyu, Yang, Menglin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2604.12243 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
by: Yang, Zonglin, et al.
Published: (2023)
by: Yang, Zonglin, et al.
Published: (2023)
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
by: Yang, Zonglin, et al.
Published: (2024)
by: Yang, Zonglin, et al.
Published: (2024)
Parameter-Efficient Fine-Tuning of LLMs with Mixture of Space Experts
by: Zhang, Buze, et al.
Published: (2026)
by: Zhang, Buze, et al.
Published: (2026)
WildSci: Advancing Scientific Reasoning from In-the-Wild Literature
by: Liu, Tengxiao, et al.
Published: (2026)
by: Liu, Tengxiao, et al.
Published: (2026)
GIANTS: Generative Insight Anticipation from Scientific Literature
by: He-Yueya, Joy, et al.
Published: (2026)
by: He-Yueya, Joy, et al.
Published: (2026)
Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences
by: Koneru, Sai, et al.
Published: (2023)
by: Koneru, Sai, et al.
Published: (2023)
Generating Literature-Driven Scientific Theories at Scale
by: Jansen, Peter, et al.
Published: (2026)
by: Jansen, Peter, et al.
Published: (2026)
What Are Research Hypotheses?
by: Wu, Jian, et al.
Published: (2025)
by: Wu, Jian, et al.
Published: (2025)
Chapter 7 Review of Data-Driven Generative AI Models for Knowledge Extraction from Scientific Literature in Healthcare
by: Kopitar, Leon, et al.
Published: (2024)
by: Kopitar, Leon, et al.
Published: (2024)
NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation
by: Liu, Maoqi, et al.
Published: (2025)
by: Liu, Maoqi, et al.
Published: (2025)
EVOR: Evolving Retrieval for Code Generation
by: Su, Hongjin, et al.
Published: (2024)
by: Su, Hongjin, et al.
Published: (2024)
EvolvR: Self-Evolving Pairwise Reasoning for Story Evaluation to Enhance Generation
by: Wang, Xinda, et al.
Published: (2025)
by: Wang, Xinda, et al.
Published: (2025)
Language Models as Continuous Self-Evolving Data Engineers
by: Wang, Peidong, et al.
Published: (2024)
by: Wang, Peidong, et al.
Published: (2024)
WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing
by: Hu, Chenhui, et al.
Published: (2024)
by: Hu, Chenhui, et al.
Published: (2024)
Enhancing LLM-Based Text Classification in Political Science: Automatic Prompt Optimization and Dynamic Exemplar Selection for Few-Shot Learning
by: Liu, Menglin, et al.
Published: (2024)
by: Liu, Menglin, et al.
Published: (2024)
HyperbolicRAG: Enhancing Retrieval-Augmented Generation with Hyperbolic Representations
by: Cao, Linxiao, et al.
Published: (2025)
by: Cao, Linxiao, et al.
Published: (2025)
ArxEval: Evaluating Retrieval and Generation in Language Models for Scientific Literature
by: Sinha, Aarush, et al.
Published: (2025)
by: Sinha, Aarush, et al.
Published: (2025)
Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models
by: Chen, Yuheng, et al.
Published: (2024)
by: Chen, Yuheng, et al.
Published: (2024)
FlowPIE: Test-Time Scientific Idea Evolution with Flow-Guided Literature Exploration
by: Wang, Qiyao, et al.
Published: (2026)
by: Wang, Qiyao, et al.
Published: (2026)
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature
by: Katz, Uri, et al.
Published: (2024)
by: Katz, Uri, et al.
Published: (2024)
Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
by: Chen, Yuheng, et al.
Published: (2024)
by: Chen, Yuheng, et al.
Published: (2024)
SciAgent: Tool-augmented Language Models for Scientific Reasoning
by: Ma, Yubo, et al.
Published: (2024)
by: Ma, Yubo, et al.
Published: (2024)
Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering
by: Liu, Jiaxiang, et al.
Published: (2024)
by: Liu, Jiaxiang, et al.
Published: (2024)
GAPMAP: Mapping Scientific Knowledge Gaps in Biomedical Literature Using Large Language Models
by: Salem, Nourah M, et al.
Published: (2025)
by: Salem, Nourah M, et al.
Published: (2025)
Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models
by: Xiong, Guangzhi, et al.
Published: (2024)
by: Xiong, Guangzhi, et al.
Published: (2024)
Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework
by: Hu, Yuting, et al.
Published: (2024)
by: Hu, Yuting, et al.
Published: (2024)
Accelerating Social Science Research via Agentic Hypothesization and Experimentation
by: Gupta, Jishu Sen, et al.
Published: (2026)
by: Gupta, Jishu Sen, et al.
Published: (2026)
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation
by: Wang, Qingyun, et al.
Published: (2020)
by: Wang, Qingyun, et al.
Published: (2020)
Evaluating LLMs' Divergent Thinking Capabilities for Scientific Idea Generation with Minimal Context
by: Ruan, Kai, et al.
Published: (2024)
by: Ruan, Kai, et al.
Published: (2024)
Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting
by: Boateng, Emmanuel Aboah, et al.
Published: (2024)
by: Boateng, Emmanuel Aboah, et al.
Published: (2024)
Scientific Knowledge-driven Decoding Constraints Improving the Reliability of LLMs
by: Ma, Maotian, et al.
Published: (2026)
by: Ma, Maotian, et al.
Published: (2026)
MobEvolve: An Agentic Self-Evolving Heuristic System for Interpretable Human Mobility Generation
by: He, Junlin, et al.
Published: (2026)
by: He, Junlin, et al.
Published: (2026)
Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph
by: Zhang, Yutong, et al.
Published: (2024)
by: Zhang, Yutong, et al.
Published: (2024)
SIN-Bench: Tracing Native Evidence Chains in Long-Context Multimodal Scientific Interleaved Literature
by: Ren, Yiming, et al.
Published: (2026)
by: Ren, Yiming, et al.
Published: (2026)
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
by: Li, Dawei, et al.
Published: (2024)
by: Li, Dawei, et al.
Published: (2024)
Citekit: A Modular Toolkit for Large Language Model Citation Generation
by: Shen, Jiajun, et al.
Published: (2024)
by: Shen, Jiajun, et al.
Published: (2024)
EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
by: Wu, Rong, et al.
Published: (2025)
by: Wu, Rong, et al.
Published: (2025)
SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks
by: Zhao, Yilun, et al.
Published: (2025)
by: Zhao, Yilun, et al.
Published: (2025)
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Robust Response Generation in the Wild
by: Wang, Jiatai, et al.
Published: (2025)
by: Wang, Jiatai, et al.
Published: (2025)
SEAL: Self-Evolving Agentic Learning for Conversational Question Answering over Knowledge Graphs
by: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
Similar Items
-
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
by: Yang, Zonglin, et al.
Published: (2023) -
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
by: Yang, Zonglin, et al.
Published: (2024) -
Parameter-Efficient Fine-Tuning of LLMs with Mixture of Space Experts
by: Zhang, Buze, et al.
Published: (2026) -
WildSci: Advancing Scientific Reasoning from In-the-Wild Literature
by: Liu, Tengxiao, et al.
Published: (2026) -
GIANTS: Generative Insight Anticipation from Scientific Literature
by: He-Yueya, Joy, et al.
Published: (2026)