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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Enriching the Metadata of Community-Generated Digital Content through Entity Linking: An Evaluative Comparison of State-of-the-Art Models EACL 2024
Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models ACL 2024
Multimodal Reasoning with Multimodal Knowledge Graph ACL 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024
NU at WASSA 2024 Empathy and Personality Shared Task: Enhancing Personality Predictions with Knowledge Graphs; A Graphical Neural Network and LightGBM Ensemble Approach ACL 2024
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning ACL 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024
Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024
KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ACL 2024
Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024
Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024
Towards Multi-Relational Multi-Hop Reasoning over Dense Temporal Knowledge Graphs ACL 2024
Domain Adaptation for Large-Vocabulary Object Detectors NIPS 2024
Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024
Application of Generative AI as an Enterprise Wikibase Knowledge Graph Q&A System ACL 2024
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems ACL 2024
DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion ACL 2024
Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting ACL 2024
Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024
Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL 2024
Temporal Knowledge Graph Extrapolation via Causal Subhistory Identification IJCAI 2024
Unlocking the Power of Large Language Models for Entity Alignment ACL 2024