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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/AkariAsai/self-rag

공식 코드

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

https://github.com/AlaaLab/InstructCV

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InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists

https://github.com/Alab-NII/2wikimultihop

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End-to-End Beam Retrieval for Multi-Hop Question Answering

https://github.com/AlexandreChaussard/PLN-Tree

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Tree-based variational inference for Poisson log-normal models

https://github.com/AlfredClemedtson/graphraft

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GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases

https://github.com/Ali-Forootani/multi_llm

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Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and Education

https://github.com/Alibaba-NLP/CoFE-RAG

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CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data Diversity

https://github.com/Alibaba-NLP/EcomGPT

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EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce

https://github.com/Alibaba-NLP/ViDoRAG

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ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents

https://github.com/Alidar40/lez-rus-azj-translator

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Neural machine translation system for Lezgian, Russian and Azerbaijani languages

https://github.com/Alvin-Zeng/Video2Reward

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Video2Reward: Generating Reward Function from Videos for Legged Robot Behavior Learning

https://github.com/AmeyHengle/multilingual-long-context-reasoning

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Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval and haystacks

https://github.com/Anni-Zou/DocBench

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DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems

https://github.com/Anonymous-Be3fb6/MOPI-HFRS

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MOPI-HFRS: A Multi-objective Personalized Health-aware Food Recommendation System with LLM-enhanced Interpretation

https://github.com/AnselCmy/FedE

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FedE: Embedding Knowledge Graphs in Federated Setting

https://github.com/AnselCmy/MetaR

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Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs

https://github.com/Antonio-Dee/tasi-testdata

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Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data

https://github.com/Applied-Machine-Learning-Lab/AMAR

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Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation

https://github.com/Applied-Machine-Learning-Lab/Awesome-Personalized-RAG-Agent

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A Survey of Personalization: From RAG to Agent

https://github.com/ArchitParnami/Node2KG

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Transformation of Node to Knowledge Graph Embeddings for Faster Link Prediction in Social Networks

https://github.com/Ariel-Goldstein-Lab/Can-AI-Change-Your-Mind

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Can (A)I Change Your Mind?

https://github.com/Ariostgx/lctgen

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Language Conditioned Traffic Generation

https://github.com/Ariya12138/CORAL

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CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation

https://github.com/Arstanley/Awesome-Trustworthy-Retrieval-Augmented-Generation

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Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey

https://github.com/AskNowQA/DeepShallowParsingQA

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Distantly Supervised Question Parsing

https://github.com/AskNowQA/EARL

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EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs

https://github.com/AskNowQA/KrantikariQA

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Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs

https://github.com/AskNowQA/VANiLLa

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VANiLLa : Verbalized Answers in Natural Language at Large Scale

https://github.com/Atharva-Gundawar/LLM-Modulo-prompts

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Robust Planning with Compound LLM Architectures: An LLM-Modulo Approach

https://github.com/Atomu2014/KNI

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An End-to-End Neighborhood-based Interaction Model for Knowledge-enhanced Recommendation

https://github.com/AutoML-4Paradigm/ERAS

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Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding

https://github.com/AuvaLab/itext2kg

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iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models

https://github.com/AvaLovelace1/LegoGPT

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Generating Physically Stable and Buildable LEGO Designs from Text

https://github.com/AwellmanZha/M2ConceptBase

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M^2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base

https://github.com/AynurGuluzade/DARLING

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Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records

https://github.com/AzureStarz/paying_attention_to_the_source

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Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model

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