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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/TableLLM/TableLLM

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TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios

https://github.com/TahsinaHashem/FaithD2T

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Generating Faithful and Salient Text from Multimodal Data

https://github.com/TangJiaLong/Knowledge-Projection-for-ERE

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From Discourse to Narrative: Knowledge Projection for Event Relation Extraction

https://github.com/TangJiakai/GenSim

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GenSim: A General Social Simulation Platform with Large Language Model based Agents

https://github.com/Taniya-Das/video_annotation

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Detection-Fusion for Knowledge Graph Extraction from Videos

https://github.com/TeaPearce/Counter-Strike_Behavioural_Cloning

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Counter-Strike Deathmatch with Large-Scale Behavioural Cloning

https://github.com/Tebmer/SNRI

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Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs

https://github.com/TechnicolorGUO/InteractiveSurvey

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InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation System

https://github.com/TemporalKGTeam/DyERNIE

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DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion

https://github.com/TemporalKGTeam/xERTE

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xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links

https://github.com/Tencent/TStarBots

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TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game

https://github.com/TengShi-RUC/CFRAG

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Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation

https://github.com/Theomat/ProgSynth

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WikiCoder: Learning to Write Knowledge-Powered Code

https://github.com/Thesys-lab/Helix-ASPLOS25

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Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow

https://github.com/TimDettmers/ConvE

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Convolutional 2D Knowledge Graph Embeddings

https://github.com/TmacMai/CoMPILE_Inductive_Knowledge_Graph

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Communicative Message Passing for Inductive Relation Reasoning

https://github.com/TongLiu-github/TemperatureSaling4RTs

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Temperature-scaling surprisal estimates improve fit to human reading times -- but does it do so for the "right reasons"?

https://github.com/TonyLianLong/LLM-groundedDiffusion

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LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models

https://github.com/TrustAIRLab/VoiceJailbreakAttack

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Voice Jailbreak Attacks Against GPT-4o

https://github.com/Trusted-AI/adversarial-robustness-toolbox

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Weakly Supervised Detection of Hallucinations in LLM Activations

https://github.com/Twilight92z/Role-of-LLM

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Understanding the Role of LLMs in Multimodal Evaluation Benchmarks

https://github.com/U-Alberta/KG-Type-Correction

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Typing Errors in Factual Knowledge Graphs: Severity and Possible Ways Out

https://github.com/UCSC-VLAA/MedReason

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MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs

https://github.com/UKPLab/acl2024-DARA

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DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs

https://github.com/UKPLab/kg2text

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Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs

https://github.com/UKPLab/plms-graph2text

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Investigating Pretrained Language Models for Graph-to-Text Generation

https://github.com/UMass-Foundation-Model/VisualCoT

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See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning

https://github.com/Unknown-Data/QGCN

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Quadratic GCN for Graph Classification

https://github.com/VARGPT-family/VARGPT

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VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model

https://github.com/VDIGPKU/OpenAD

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OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection

https://github.com/VITA-MLLM/VITA

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VITA: Towards Open-Source Interactive Omni Multimodal LLM

https://github.com/Valdecy/pyDecision

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Enhancing Decision Analysis with a Large Language Model: pyDecision a Comprehensive Library of MCDA Methods in Python

https://github.com/Valentyn1997/kg-alignment-lessons-learned

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Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons Learned

https://github.com/VectorInstitute/biaskg

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BiasKG: Adversarial Knowledge Graphs to Induce Bias in Large Language Models

https://github.com/Vision-CAIR/MiniGPT4-video

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MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens

https://github.com/VulScribeR/VulScribeR

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VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs

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