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Knowledge Graphs

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하위 태스크: 4
평가표: 4
보존된 평가 기록: 19

A knowledge graph is a structured representation of information that organizes data into nodes (entities) and edges (relationships) to show how different pieces of knowledge are interconnected. It enables enhanced data integration, search, and inference by modeling the relationships between concepts and entities in a graph format.

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/qcri/rdfframes

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RDFFrames: Knowledge Graph Access for Machine Learning Tools

https://github.com/qdin4048/CPL-OT

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Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment

https://github.com/qianbozang/kg-htc

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KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification

https://github.com/qiancheng0/ekd_impacts_pkg

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"Merge Conflicts!" Exploring the Impacts of External Distractors to Parametric Knowledge Graphs

https://github.com/qianlima-lab/clmpt

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Conditional Logical Message Passing Transformer for Complex Query Answering

https://github.com/qianyue-wang/dome

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Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-Enhancement

https://github.com/qinyuma316/retrosynthesisagent

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Leveraging Large Language Models as Knowledge-Driven Agents for Reliable Retrosynthesis Planning

https://github.com/quark0/ANALOGY

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Analogical Inference for Multi-Relational Embeddings

https://github.com/quqxui/mpikgc

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Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models

https://github.com/rahuln/lm-bio-kgc

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Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study

https://github.com/rajammanabrolu/Q-BERT

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How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure Agents

https://github.com/rajarshd/CBR-AKBC

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A Simple Approach to Case-Based Reasoning in Knowledge Bases

https://github.com/rajpurkarlab/rexkg

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Uncovering Knowledge Gaps in Radiology Report Generation Models through Knowledge Graphs

https://github.com/ralphabb/BoxE

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BoxE: A Box Embedding Model for Knowledge Base Completion

https://github.com/ranking-agent/edgar

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Explainable Enrichment-Driven GrAph Reasoner (EDGAR) for Large Knowledge Graphs with Applications in Drug Repurposing

https://github.com/ratschlab/mmugl

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Multi-modal Graph Learning over UMLS Knowledge Graphs

https://github.com/ravoxsg/efficient_unified_crs

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Parameter-Efficient Conversational Recommender System as a Language Processing Task

https://github.com/raynorlee/kg-entitytyping

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The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing

https://github.com/reml-group/deliberation-on-priors

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Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs

https://github.com/reml-group/dog

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Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models

https://github.com/rezacsedu/DDI-prediction-KG-embeddings-Conv-LSTM

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Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network

https://github.com/rightbank/narrative-cartography-ontology

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Narrative Cartography with Knowledge Graphs

https://github.com/rikdz/GraphWriter

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Text Generation from Knowledge Graphs with Graph Transformers

https://github.com/riken-dko/generation_sparql

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SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph

https://github.com/ritaranx/clingen

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Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models

https://github.com/ritatsousa/expressionKGplus

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Multi-dataset and Transfer Learning Using Gene Expression Knowledge Graphs

https://github.com/ritatsousa/expressionkg

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Integrating Heterogeneous Gene Expression Data through Knowledge Graphs for Improving Diabetes Prediction

https://github.com/rloganiv/kglm-model

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Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling

https://github.com/rmanluo/np-fkgc

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Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion

https://github.com/roaminsight/roamresearch

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Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations

https://github.com/rohangiriraj/CausalKG

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Causal Discovery in Knowledge Graphs by Exploiting Asymmetric Properties of Non-Gaussian Distributions

https://github.com/roshnigiyer/dgs

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Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs

https://github.com/royahe/acone

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Generating $SROI^-$ Ontologies via Knowledge Graph Query Embedding Learning

https://github.com/rsinghlab/K-Paths

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K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction

https://github.com/rstriv/Know-Evolve

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Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs

https://github.com/ruc-aimind/tiktalk

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TikTalk: A Video-Based Dialogue Dataset for Multi-Modal Chitchat in Real World

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