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Large Language Model

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

https://github.com/yuan-li-fnlp/r3-rag

공식 코드

R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning

https://github.com/yuanbo2020/soundscaper

공식 코드

Soundscape Captioning using Sound Affective Quality Network and Large Language Model

https://github.com/yuanninghuang/thesis

공식 코드

Unveiling Gender Bias in Large Language Models: Using Teacher's Evaluation in Higher Education As an Example

https://github.com/yuchen2199/explainable-driver-attention-prediction

공식 코드

Where, What, Why: Towards Explainable Driver Attention Prediction

https://github.com/yuchengz99/trix

공식 코드

TRIX: A More Expressive Model for Zero-shot Domain Transfer in Knowledge Graphs

https://github.com/yuchenxia/aasbyllm

공식 코드

Generation of Asset Administration Shell with Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0

https://github.com/yuchenxia/gpt4industrialautomation

공식 코드

Towards autonomous system: flexible modular production system enhanced with large language model agents

https://github.com/yuchenxia/llm4ias

공식 코드

Control Industrial Automation System with Large Language Model Agents

https://github.com/yuchenxia/llmdrivensimulation

공식 코드

LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins

https://github.com/yuelinan/fedjudge

공식 코드

FedJudge: Federated Legal Large Language Model

https://github.com/yueqing-sun/jointlk

공식 코드

JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering

https://github.com/yueyu1030/SumGNN

공식 코드

SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization

https://github.com/yueyu1030/attrprompt

공식 코드

Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias

https://github.com/yuh-yang/kgcl-sigir22

공식 코드

Knowledge Graph Contrastive Learning for Recommendation

https://github.com/yuhan1i/g-refer

공식 코드

G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation

https://github.com/yuhebai/sem-kge

공식 코드

A Semantic Partitioning Method for Large-Scale Training of Knowledge Graph Embeddings

https://github.com/yujielu10/seeker

공식 코드

From Text to Pixel: Advancing Long-Context Understanding in MLLMs

https://github.com/yukw777/temporal-discrete-graph-updater

공식 코드

Constructing Temporal Dynamic Knowledge Graphs from Interactive Text-based Games

https://github.com/yul091/denrl

공식 코드

Distantly-Supervised Joint Extraction with Noise-Robust Learning

https://github.com/yunchengwang/greenkgc

공식 코드

GreenKGC: A Lightweight Knowledge Graph Completion Method

https://github.com/yunxinli/lingcloud

공식 코드

LMEye: An Interactive Perception Network for Large Language Models

https://github.com/yuplin2333/agent_memory_manage

공식 코드

How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior

https://github.com/yuqian2003/co_learning

공식 코드

Co-Learning: Code Learning for Multi-Agent Reinforcement Collaborative Framework with Conversational Natural Language Interfaces

https://github.com/yur7nd/ptss

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Repurposing Knowledge Graph Embeddings for Triple Representation via Weak Supervision

https://github.com/yurifacanha/llmquoter

공식 코드

LLMQuoter: Enhancing RAG Capabilities Through Efficient Quote Extraction From Large Contexts

https://github.com/yushuowiki/k-half

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HALO: Half Life-Based Outdated Fact Filtering in Temporal Knowledge Graphs

https://github.com/yuwang-1024/dskreg

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DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN

https://github.com/yuxixie/v-dpo

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V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization

https://github.com/yuyangdu01/llm-cl-vqa

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LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery

https://github.com/yuyangye/mllm-msr

공식 코드

Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation

https://github.com/yuyaozhangqaq/query_compiler

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Neuro-Symbolic Query Compiler

https://github.com/yxf203/poisonarena

공식 코드

PoisonArena: Uncovering Competing Poisoning Attacks in Retrieval-Augmented Generation

https://github.com/yxh-y/tablerag

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TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning

https://github.com/yy-ko/khan-www23

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KHAN: Knowledge-Aware Hierarchical Attention Networks for Accurate Political Stance Prediction

https://github.com/yyDing1/DS-NER

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Towards DS-NER: Unveiling and Addressing Latent Noise in Distant Annotations

https://github.com/yygroup/autocfd

공식 코드

Fine-tuning a Large Language Model for Automating Computational Fluid Dynamics Simulations

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