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← Knowledge & Reasoning
Knowledge & Reasoning ›

Representation

1,906 papers (7 classified directly here)

Subtopics

Knowledge Graphs (1,545) Knowledge Representation (363) Ontology Learning (61)

Papers per year

7
2
193
288
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Papers (including subtopics)

Graph-Linguistic Fusion: Using Language Models for Wikidata Vandalism Detection ACL 2025
Conceptual Diagnostics for Knowledge Graphs and Large Language Models ACL 2025
Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025
TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025
SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs ACL 2025
scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025
Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models ACL 2025
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation ACL 2025
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts ACL 2025
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings ACL 2025
Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025
Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025
Graph-Assisted Culturally Adaptable Idiomatic Translation for Indic languages ACL 2025
SPOT: Zero-Shot Semantic Parsing Over Property Graphs ACL 2025
Generating Domain-Specific Knowledge Graphs from Large Language Models ACL 2025
Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors ACL 2025
Exploring Graph Representations of Logical Forms for Language Modeling ACL 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025
Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion ACL 2025
mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages ACL 2025
Lifelong Model Editing with Graph-Based External Memory ACL 2025
Task-Oriented Automatic Fact-Checking with Frame-Semantics ACL 2025
How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation ACL 2025