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Papers
Seeing and Knowing in the Wild: Open-domain Visual Entity Recognition with Large-scale Knowledge Graphs via Contrastive Learning
AAAI 2026
SemEval-2026 Task 12: Knowledge Graph with hyperbolic embedding in Abductive Event Reasoning
SemEval 2026
SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations
EACL 2026
SoloSemantics at SemEval-2026 Task 4: Triplet-Tuned MPNet for Story Similarity
SemEval 2026
Specializing Large Models for Oracle Bone Script Interpretation via Component-Grounded Multimodal Knowledge Augmentation
ACL 2026
StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation
ACL 2026
STEM: Structure-Tracing Evidence Mining for Knowledge Graphs-Driven Retrieval-Augmented Generation
ACL 2026
Structured Episodic Event Memory
ACL 2026
TabReX: Tabular Referenceless eXplainable Evaluation
ACL 2026
Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation
ACL 2026
TextMineX: Data, Evaluation Framework and Ontology-guided LLM Pipeline for Humanitarian Mine Action
EACL 2026
Thesis Proposal: A Multi-Agent System for Ontology-Based Perspective-Aware Knowledge Extraction
EACL 2026
Thesis Proposal: Stability-Aware, Evidence-Grounded Knowledge Graph for Substance Use Disorders and Social Determinants of Health
EACL 2026
Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation
ACL 2026
TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs
AAAI 2026
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction
AAAI 2026
ViG-RAG: Video-aware Graph Retrieval-Augmented Generation via Temporal and Semantic Hybrid Reasoning
AAAI 2026
What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge
EACL 2026
Why Isn’t Relational Learning Taking Over the World?
AAAI 2026
Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models
EACL 2026
yasaminal at Semeval2026: Constraint-Aware Humor Generation with Knowledge Graph Guidance
SemEval 2026
A Bayesian Approach to Inferring Prerequisite Structures and Topic Difficulty in Language Learning
ACL 2025
A benchmark for end-to-end zero-shot biomedical relation extraction with LLMs: experiments with OpenAI models
AACL 2025
Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs
ACL 2025
A City of Millions: Mapping Literary Social Networks At Scale
NAACL 2025