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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/yanzhaoshi/mepnet

공식 코드

MEPNet: Medical Entity-balanced Prompting Network for Brain CT Report Generation

https://github.com/yanzhen4/taxoinstruct

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A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion

https://github.com/yao8839836/kg-bert

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KG-BERT: BERT for Knowledge Graph Completion

https://github.com/yao8839836/kg-llm

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Exploring Large Language Models for Knowledge Graph Completion

https://github.com/yaochenzhu/crag

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Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems

https://github.com/yaochenzhu/llm4rec

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Collaborative Large Language Model for Recommender Systems

https://github.com/yaoching0/gac

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Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling

https://github.com/yaooxu/gog

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Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering

https://github.com/yaooxu/q2t

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Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs

https://github.com/yashkant/housekeep

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Housekeep: Tidying Virtual Households using Commonsense Reasoning

https://github.com/yasir-ali-farrukh/gnn4id

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XG-NID: Dual-Modality Network Intrusion Detection using a Heterogeneous Graph Neural Network and Large Language Model

https://github.com/ycm094/mg-fte-main

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Mutually Guided Few-shot Learning for Relational Triple Extraction

https://github.com/ycpnotfound/geogen

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Enhancing the Geometric Problem-Solving Ability of Multimodal LLMs via Symbolic-Neural Integration

https://github.com/ydyjya/safetyheadattribution

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On the Role of Attention Heads in Large Language Model Safety

https://github.com/yeeeqichen/fits

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FiTs: Fine-grained Two-stage Training for Knowledge-aware Question Answering

https://github.com/yefd/RRAG

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R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation

https://github.com/yeonjun-in/u-safebench

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Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models

https://github.com/yeyimilk/llmgpt4o

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Problematic Tokens: Tokenizer Bias in Large Language Models

https://github.com/yezato11/INTERSPEECH_Media

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Rapport-Driven Virtual Agent: Rapport Building Dialogue Strategy for Improving User Experience at First Meeting

https://github.com/yeziyi1998/brain-language-generation

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Language Generation from Brain Recordings

https://github.com/yfqiu-nlp/sea-llm

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Spectral Editing of Activations for Large Language Model Alignment

https://github.com/yfyuan01/ravenea

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RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding

https://github.com/yh-hust/pdf-wukong

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PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling

https://github.com/yhLeeee/Awesome-LLMs-in-Graph-tasks

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A Survey of Graph Meets Large Language Model: Progress and Future Directions

https://github.com/yhpeter/awesome-rag-evaluation

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Evaluation of Retrieval-Augmented Generation: A Survey

https://github.com/yide-qiu/unikg

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UniKG: A Benchmark and Universal Embedding for Large-Scale Knowledge Graphs

https://github.com/yifan-h/multilingual_space

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Adapters for Enhanced Modeling of Multilingual Knowledge and Text

https://github.com/yifanliu2/roegen-recsys-24-eqr

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Elaborative Subtopic Query Reformulation for Broad and Indirect Queries in Travel Destination Recommendation

https://github.com/yifanlu0227/chatsim

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Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents

https://github.com/yifanxu74/libra

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Libra: Building Decoupled Vision System on Large Language Models

https://github.com/yijia-xiao/know2bio

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Know2BIO: A Comprehensive Dual-View Benchmark for Evolving Biomedical Knowledge Graphs

https://github.com/yilinjz/astchunk

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cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree

https://github.com/yilunzhao/FinDVer

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FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents

https://github.com/yimjinkyu1/date2024_pipette

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Pipette: Automatic Fine-grained Large Language Model Training Configurator for Real-World Clusters

https://github.com/yin-gz/nary-inductive-subgraph

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Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning

https://github.com/yinghy18/cortex

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CoRTEx: Contrastive Learning for Representing Terms via Explanations with Applications on Constructing Biomedical Knowledge Graphs

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