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Knowledge Graphs

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하위 태스크: 5
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/silin159/peacok

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PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives

https://github.com/simbianai/taskgen

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TaskGen: A Task-Based, Memory-Infused Agentic Framework using StrictJSON

https://github.com/simengsun/alpaca_farm_lora

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Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHF

https://github.com/simisimon/dependency-validation-rag

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A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency Validation

https://github.com/simula/soccer-rag

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SoccerRAG: Multimodal Soccer Information Retrieval via Natural Queries

https://github.com/simular-ai/agent-s

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Agent S: An Open Agentic Framework that Uses Computers Like a Human

https://github.com/sintel-dev/sigllm

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Large language models can be zero-shot anomaly detectors for time series?

https://github.com/sisinflab/HybridFactorizationMachines

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How to make latent factors interpretable by feeding Factorization machines with knowledge graphs

https://github.com/sisinflab/Recommender-ChatGPT

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Evaluating ChatGPT as a Recommender System: A Rigorous Approach

https://github.com/sisinflab/kguf

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KGUF: Simple Knowledge-aware Graph-based Recommender with User-based Semantic Features Filtering

https://github.com/sisl-uri/arch_backdoor_llm

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Exploiting the Vulnerability of Large Language Models via Defense-Aware Architectural Backdoor

https://github.com/sisl/leraat

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LeRAAT: LLM-Enabled Real-Time Aviation Advisory Tool

https://github.com/sislab-unitn/fine-tune-or-rag

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Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for Dialogue

https://github.com/siyuyuan/analogykb

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ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base

https://github.com/siyuyuan/kpce

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Causality-aware Concept Extraction based on Knowledge-guided Prompting

https://github.com/sjdai/llm-thematic-analysis

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LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis

https://github.com/sjj1017/citekit

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Citekit: A Modular Toolkit for Large Language Model Citation Generation

https://github.com/sjlmg/cp-kgc

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Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement

https://github.com/sjtu-ipads/powerinfer

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PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU

https://github.com/sjtu-lit/pem_composition

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Composing Parameter-Efficient Modules with Arithmetic Operations

https://github.com/skgabriel/mh-eval

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Can AI Relate: Testing Large Language Model Response for Mental Health Support

https://github.com/skjack/vlffd

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Towards General Visual-Linguistic Face Forgery Detection(V2)

https://github.com/sky-fish23/eike

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Embedding Ontologies via Incorporating Extensional and Intensional Knowledge

https://github.com/skyriver-2000/trad-official

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TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision

https://github.com/skyuforever/cre-llm

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CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model

https://github.com/skywalker023/sodaverse

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SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization

https://github.com/skyworkai/skyreels-v2

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SkyReels-V2: Infinite-length Film Generative Model

https://github.com/sled-group/chat-with-nerf

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LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent

https://github.com/sleeepeer/poisonedrag

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PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models

https://github.com/slinusc/medical_RAG_system

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Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation

https://github.com/smallporridge/assistrag

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AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant

https://github.com/smallporridge/trustworthyrag

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Trustworthiness in Retrieval-Augmented Generation Systems: A Survey

https://github.com/smart-lty/rest

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Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction

https://github.com/smartyfh/infocqr

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Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting

https://github.com/smileformylove/smartfreeedit

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SmartFreeEdit: Mask-Free Spatial-Aware Image Editing with Complex Instruction Understanding

https://github.com/snap-stanford/ConE

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Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones

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