← Representation
Knowledge & Reasoning › Representation ›

Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024
Structuring Sustainability Reports for Environmental Standards with LLMs guided by Ontology ACL 2024
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024
Application of Generative AI as an Enterprise Wikibase Knowledge Graph Q&A System ACL 2024
Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs AISTATS 2024
TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation COLING 2024
Directed Hypergraph Representation Learning for Link Prediction AISTATS 2024
Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024
End-to-End Ontology Learning with Large Language Models NIPS 2024
Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes ACL 2024
Word-level Commonsense Knowledge Selection for Event Detection COLING 2024
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases NIPS 2024
KGAST: From Knowledge Graphs to Annotated Synthetic Texts ACL 2024
KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ACL 2024
Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NIPS 2024
$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes NIPS 2024
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024
Link Prediction in Multilayer Networks via Cross-Network Embedding AAAI 2024
Domain Adaptation for Large-Vocabulary Object Detectors NIPS 2024
Knowledge Graph Extraction from Total Synthesis Documents ACL 2024
Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024