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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/GhanshyamVerma/Explainable-Recommender-System

공식 코드

Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning

https://github.com/GillesVandewiele/WalkExperiments

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Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs

https://github.com/Godheritage/SCOPE

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SCOPE: Sign Language Contextual Processing with Embedding from LLMs

https://github.com/Goedel-LM/Goedel-Prover

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Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving

https://github.com/Guang000/Awesome-Dataset-Distillation

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Dataset Distillation via Vision-Language Category Prototype

https://github.com/GuanghuiFU/counselor_support

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Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals

https://github.com/HC-Guo/Owl

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OWL: A Large Language Model for IT Operations

https://github.com/HELL-TO-HEAVEN/KGE-CL

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KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings

https://github.com/HKUST-KnowComp/ASER

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ASER: A Large-scale Eventuality Knowledge Graph

https://github.com/HKUST-KnowComp/FKGE

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Differentially Private Federated Knowledge Graphs Embedding

https://github.com/HKUST-KnowComp/Pronoun-Coref-KG

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Knowledge-aware Pronoun Coreference Resolution

https://github.com/Hang422/causal-thought-graph

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Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs

https://github.com/HanningChen/VLTP

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VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation

https://github.com/HaochenLiu2000/QAP

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Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models

https://github.com/HaochenLiu2000/SAFER

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Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation

https://github.com/HazyResearch/hyena-dna

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HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution

https://github.com/HenryPengZou/Awesome-Human-Agent-Collaboration-Interaction-Systems

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A Survey on Large Language Model based Human-Agent Systems

https://github.com/Hippopotamus0308/SSTKG

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SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding

https://github.com/Holmes-Alan/FunnyNet-W

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FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild

https://github.com/HongzhiQ/SupervisedVsLLM-EfficacyEval

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Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media

https://github.com/HooRin/AuditWen

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AuditWen:An Open-Source Large Language Model for Audit

https://github.com/HuihuiChyan/SelfEval

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Self-Evaluation of Large Language Model based on Glass-box Features

https://github.com/Hyun-Ryu/clover

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Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning

https://github.com/IAAR-Shanghai/Meta-Chunking

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Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception

https://github.com/IAAR-Shanghai/QAEncoder

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QAEncoder: Towards Aligned Representation Learning in Question Answering System

https://github.com/IBM/Open-KG-canonicalization

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Open Knowledge Graphs Canonicalization using Variational Autoencoders

https://github.com/IBM/Retrieval-Enhanced-Transformer-Little

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Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization

https://github.com/IBM/RuDaS

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RuDaS: Synthetic Datasets for Rule Learning and Evaluation Tools

https://github.com/IBM/helm-enterprise-benchmark

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Enterprise Benchmarks for Large Language Model Evaluation

https://github.com/IBM/prompt-declaration-language

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PDL: A Declarative Prompt Programming Language

https://github.com/IBM/retrieve-write-slot-filling

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Zero-shot Slot Filling with DPR and RAG

https://github.com/IBM/wikicausal

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WikiCausal: Corpus and Evaluation Framework for Causal Knowledge Graph Construction

https://github.com/IDEA-Emdoor-Lab/UniTTS

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UniTTS: An end-to-end TTS system without decoupling of acoustic and semantic information

https://github.com/IDEA-FinAI/Simple-HHEA

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Toward Practical Entity Alignment Method Design: Insights from New Highly Heterogeneous Knowledge Graph Datasets

https://github.com/INDElab/rgvae

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Knowledge Generation -- Variational Bayes on Knowledge Graphs

https://github.com/INK-USC/CALM

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Pre-training Text-to-Text Transformers for Concept-centric Common Sense

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