EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools
Paper • 2604.07927 • Published
AI & ML interests
This collection includes language models trained on hierarchies using hyperbolic losses. The resulting HiT models yield entity embeddings that are hierarchically organised in hyperbolic space.
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lawhy
authored 20
papers 24 days ago
Distilling Tool Knowledge into Language Models via Back-Translated Traces
Paper • 2506.19171 • Published
GR-Agent: Adaptive Graph Reasoning Agent under Incomplete Knowledge
Paper • 2512.14766 • Published
Schema Generation for Large Knowledge Graphs Using Large Language Models
Paper • 2506.04512 • Published
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings
Paper • 2505.16877 • Published
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness
Paper • 2504.05163 • Published
ArgRAG: Explainable Retrieval Augmented Generation using Quantitative Bipolar Argumentation
Paper • 2508.20131 • Published
Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement
Paper • 2306.14704 • Published
A Language Model based Framework for New Concept Placement in Ontologies
Paper • 2402.17897 • Published
Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking
Paper • 2302.07189 • Published
DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models
Paper • 2408.04713 • Published
Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption Ontology Matching
Paper • 2205.03447 • Published
DeepOnto: A Python Package for Ontology Engineering with Deep Learning
Paper • 2307.03067 • Published
Ontology Embedding: A Survey of Methods, Applications and Resources
Paper • 2406.10964 • Published
Contextual Semantic Embeddings for Ontology Subsumption Prediction
Paper • 2202.09791 • Published
BERTMap: A BERT-based Ontology Alignment System
Paper • 2112.02682 • Published
Rufus-Air: An Open LLM Post-Training Recipe
Paper • 2609.29421 • Published • 44
Supposedly Equivalent Facts That Aren't? Entity Frequency in Pre-training Induces Asymmetry in LLMs
Paper • 2503.22362 • Published
On Effectiveness and Efficiency of Agentic Tool-calling and RL Training
Paper • 2606.00135 • Published • 1
Self-Exploring Language Models for Explainable Link Forecasting on Temporal Graphs via Reinforcement Learning
Paper • 2509.00975 • Published