EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Paper • 2604.07927 • Published Apr 28
Distilling Tool Knowledge into Language Models via Back-Translated Traces Paper • 2506.19171 • Published Jun 23, 2025
GR-Agent: Adaptive Graph Reasoning Agent under Incomplete Knowledge Paper • 2512.14766 • Published Dec 16, 2025
Schema Generation for Large Knowledge Graphs Using Large Language Models Paper • 2506.04512 • Published Oct 2, 2025
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings Paper • 2505.16877 • Published May 22, 2025
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness Paper • 2504.05163 • Published Aug 29, 2025
ArgRAG: Explainable Retrieval Augmented Generation using Quantitative Bipolar Argumentation Paper • 2508.20131 • Published Aug 26, 2025
Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement Paper • 2306.14704 • Published Sep 1, 2023
A Language Model based Framework for New Concept Placement in Ontologies Paper • 2402.17897 • Published Mar 4, 2024
Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking Paper • 2302.07189 • Published Sep 1, 2023
DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models Paper • 2408.04713 • Published Jun 6, 2025
Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching Paper • 2205.03447 • Published Jul 23, 2023
DeepOnto: A Python Package for Ontology Engineering with Deep Learning Paper • 2307.03067 • Published Mar 9, 2024
Ontology Embedding: A Survey of Methods, Applications and Resources Paper • 2406.10964 • Published Apr 7, 2025
Contextual Semantic Embeddings for Ontology Subsumption Prediction Paper • 2202.09791 • Published Mar 18, 2023
Supposedly Equivalent Facts That Aren't? Entity Frequency in Pre-training Induces Asymmetry in LLMs Paper • 2503.22362 • Published Jul 12, 2025
On Effectiveness and Efficiency of Agentic Tool-calling and RL Training Paper • 2606.00135 • Published May 28 • 1
Self-Exploring Language Models for Explainable Link Forecasting on Temporal Graphs via Reinforcement Learning Paper • 2509.00975 • Published Aug 31, 2025