Papers with Code 아카이브

Large Language Model

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

https://github.com/MindSpore-scientific-2/code-5/tree/main/MicAugment

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

https://github.com/MindSpore-scientific-2/code-8/tree/main/MicAugment

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

https://github.com/MindSpore-scientific-2/code-8/tree/main/QuantExplainNLP_AlgoAnalysis

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

https://github.com/MindSpore-scientific-2/code-8/tree/main/text-to-music

LP-MusicCaps: LLM-Based Pseudo Music Captioning

https://github.com/MindSpore-scientific/code-13/tree/main/QuantExplainNLP_AlgoAnalysis

NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark

https://github.com/NUS-HPC-AI-Lab/VideoSys

DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models

https://github.com/NVIDIA/NeMo-Skills

OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

https://github.com/OpenMOSS/AnyGPT

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling

https://github.com/PAIR-code/llm-comparator

Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

https://github.com/PKD667/political-alignement

PoliTune: Analyzing the Impact of Data Selection and Fine-Tuning on Economic and Political Biases in Large Language Models

https://github.com/PKU-YuanGroup/MoE-LLaVA

Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

https://github.com/PierreSenellart/theoremkb

Extracting Definienda in Mathematical Scholarly Articles with Transformers

https://github.com/Pointcept/GPT4Point

Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

https://github.com/QLaHPD/Dimension-Insensitive-Euclidean-Metric-

Surpassing Cosine Similarity for Multidimensional Comparisons: Dimension Insensitive Euclidean Metric

https://github.com/Qiyuan-Ge/PaintMind

Muse: Text-To-Image Generation via Masked Generative Transformers

https://github.com/QwenLM/Qwen2.5-Omni

Qwen2.5-Omni Technical Report

https://github.com/ROCm/flash-attention

Efficient Memory Management for Large Language Model Serving with PagedAttention

https://github.com/RUCAIBox/R1-Searcher

ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding

https://github.com/Resurgamm/AGP

Adaptive Graph Pruning for Multi-Agent Communication

https://github.com/RikiyaT/LARA

Large language models can accurately predict searcher preferences

https://github.com/ShubhamKumarNigam/NyayaAnumana-and-INLegalLlama

NyayaAnumana & INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis

https://github.com/SparkZu/RadioLLM

RadioLLM: Introducing Large Language Model into Cognitive Radio via Hybrid Prompt and Token Reprogrammings

https://github.com/Spracks/PackageHallucination

We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs

https://github.com/Stanford-AIMI/CheXagent

A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

https://github.com/SteveTANTAN/PoG

Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning

https://github.com/TUDB-Labs/mLoRA

mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs

https://github.com/TXH-mercury/VALOR

VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset

https://github.com/TheAiSingularity/graphrag-local-ollama

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

https://github.com/Unbabel/COMET

Is Context Helpful for Chat Translation Evaluation?

https://github.com/VikhrModels/effective_llm_alignment

Vikhr: Constructing a State-of-the-art Bilingual Open-Source Instruction-Following Large Language Model for Russian

https://github.com/Wangyuhao06/IKEA

Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries

https://github.com/WenqiJiang/SC-ANN-FPGA

Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models

https://github.com/XAI-liacs/BLADE

Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model

https://github.com/XGenerationLab/M-Schema

A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL

https://github.com/XGenerationLab/XiYan-DateResolver

A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL

https://github.com/Y-Sui/GPT4Table

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.