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Large Language Model

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코드

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

https://github.com/yzhangchuck/sentinel

공식 코드

Sentinel: Decoding Context Utilization via Attention Probing for Efficient LLM Context Compression

https://github.com/yzhao062/pyod

공식 코드

PyOD 2: A Python Library for Outlier Detection with LLM-powered Model Selection

https://github.com/z1zs/mmneuron

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MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model

https://github.com/z2sj4t/periguru

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PeriGuru: A Peripheral Robotic Mobile App Operation Assistant based on GUI Image Understanding and Prompting with LLM

https://github.com/zackschen/coin

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CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language Model

https://github.com/zaiwen/cropgpt

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ShizishanGPT: An Agricultural Large Language Model Integrating Tools and Resources

https://github.com/zankner/cloud

공식 코드

Critique-out-Loud Reward Models

https://github.com/zayne-sprague/deductive_additivity_for_planning_of_natural_language_proofs

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Deductive Additivity for Planning of Natural Language Proofs

https://github.com/zcaicaros/pmc

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Planning with Multi-Constraints via Collaborative Language Agents

https://github.com/zcccccz/causalwalk

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Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment

https://github.com/zdh2292390/ParTrans-X

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Efficient Parallel Translating Embedding For Knowledge Graphs

https://github.com/zefang-liu/InvAgent

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InvAgent: A Large Language Model based Multi-Agent System for Inventory Management in Supply Chains

https://github.com/zehong-wang/awesome-foundation-models-on-graphs

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Graph Foundation Models: A Comprehensive Survey

https://github.com/zeng-yirong/ru22fact

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RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict

https://github.com/zengrh3/StructuralMemory

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On the Structural Memory of LLM Agents

https://github.com/zeroentropy-cc/legalbenchrag

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LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain

https://github.com/zeroxleo/ml-agent

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ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering

https://github.com/zetaalphavector/ragelo

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Evaluating RAG-Fusion with RAGElo: an Automated Elo-based Framework

https://github.com/zeyugao/virtualcompiler

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ViC: Virtual Compiler Is All You Need For Assembly Code Search

https://github.com/zh-wang-med/llm-rg4

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LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts

https://github.com/zh460045050/v2l-tokenizer

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Beyond Text: Frozen Large Language Models in Visual Signal Comprehension

https://github.com/zhang-xiaokun/finerec

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FineRec:Exploring Fine-grained Sequential Recommendation

https://github.com/zhang-yingyi/lsrp

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LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device Collaboration

https://github.com/zhang-yu-wei/clusterllm

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ClusterLLM: Large Language Models as a Guide for Text Clustering

https://github.com/zhangbaijin/From-Redundancy-to-Relevance

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From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks

https://github.com/zhangguiwei610/v2flow

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V2Flow: Unifying Visual Tokenization and Large Language Model Vocabularies for Autoregressive Image Generation

https://github.com/zhangkuns/openmaskdino3d

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OpenMaskDINO3D : Reasoning 3D Segmentation via Large Language Model

https://github.com/zhangleye/Bridge-LLM-QA

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Question answering system of bridge design specification based on large language model

https://github.com/zhangpingrui/adaptive-text-dreamer

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Cross from Left to Right Brain: Adaptive Text Dreamer for Vision-and-Language Navigation

https://github.com/zhangrui4041/instruction_backdoor_attack

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Instruction Backdoor Attacks Against Customized LLMs

https://github.com/zhangtia16/licap

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Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs

https://github.com/zhangzhengde0225/Xiwu

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Xiwu: A Basis Flexible and Learnable LLM for High Energy Physics

https://github.com/zhanyang-nwpu/skyeyegpt

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SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model

https://github.com/zhao-ht/learnact

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Empowering Large Language Model Agents through Action Learning

https://github.com/zhaoshuyuan0246/stkdrec

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STKDRec: Spatial-Temporal Knowledge Distillation for Takeaway Recommendation

https://github.com/zhehuazhou/isr-llm

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ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning

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