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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://bitbucket.org/sdumancic/embeddingsmeetilp

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A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning

https://github.com/0217ljh/QA_System_For_Spectral_Analysis_With_SDAAP_Dataset

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A Quick, trustworthy spectral knowledge Q&A system leveraging retrieval-augmented generation on LLM

https://github.com/0frett/po-uncertainty-benchmarking

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Benchmarking Large Language Model Uncertainty for Prompt Optimization

https://github.com/0nutation/speechagents

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SpeechAgents: Human-Communication Simulation with Multi-Modal Multi-Agent Systems

https://github.com/0nutation/speechgpt

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SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities

https://github.com/0sidewalkenforcer0/HypeTKG

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Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs

https://github.com/0x14d/embedding-operator-knowledge

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PDPK: A Framework to Synthesise Process Data and Corresponding Procedural Knowledge for Manufacturing

https://github.com/12tqian/layered-unlearning

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Layered Unlearning for Adversarial Relearning

https://github.com/13998151318/nala

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NALA: an Effective and Interpretable Entity Alignment Method

https://github.com/2279072142/mindscope

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MindScope: Exploring cognitive biases in large language models through Multi-Agent Systems

https://github.com/2471023025/ralm_survey

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RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing

https://github.com/2sigmaedtech/llmasajudge

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LLM-as-a-Fuzzy-Judge: Fine-Tuning Large Language Models as a Clinical Evaluation Judge with Fuzzy Logic

https://github.com/360cvgroup/inner-adaptor-architecture

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IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities

https://github.com/4ai/bellm

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BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings

https://github.com/763337092/LP-BERT

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Multi-task Pre-training Language Model for Semantic Network Completion

https://github.com/8023looker/med-rr

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Med-R$^2$: Crafting Trustworthy LLM Physicians via Retrieval and Reasoning of Evidence-Based Medicine

https://github.com/8188zq/Inference-Time-Decontamination

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Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation

https://github.com/ABi-dot/Kedkg

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Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering

https://github.com/AFeng-x/Draw-and-Understand

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Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want

https://github.com/AI4Chem/ChemVlm

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ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area

https://github.com/AI4WA/Docs2KG

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Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models

https://github.com/AKC23/Harnessing-LLMs-over-transformer-models-for-detecting-Bengali-depressive-text-A-comprehensive-study

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Harnessing Large Language Models Over Transformer Models for Detecting Bengali Depressive Social Media Text: A Comprehensive Study

https://github.com/ALEX-nlp/MUI-Eval

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Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric

https://github.com/ASISys/Adrenaline

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Injecting Adrenaline into LLM Serving: Boosting Resource Utilization and Throughput via Attention Disaggregation

https://github.com/AZYoung233/MSE-Adapter

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MSE-Adapter: A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition

https://github.com/Aatrox103/CrAM

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CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG

https://github.com/Accenture/AmpliGraph

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Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes

https://github.com/AgnostiqHQ/multi-agent-llm

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Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning

https://github.com/Ahalikai/ARS-Routbench

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ARS: Automatic Routing Solver with Large Language Models

https://github.com/AhmedIzzidien/TopicLLM

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Topic Classification of Case Law Using a Large Language Model and a New Taxonomy for UK Law: AI Insights into Summary Judgment

https://github.com/Aipura/LLM-ARK

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Evaluating and Enhancing Large Language Models for Conversational Reasoning on Knowledge Graphs

https://github.com/AkandaAshraf/VirtualSoc

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Simulation and Augmentation of Social Networks for Building Deep Learning Models

https://github.com/AkariAsai/self-rag

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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

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