https://github.com/sepermetric/seper
공식 코드SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
Papers with Code 아카이브
Retrieval-augmented Generation
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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/servicenow/agentada
공식 코드AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discovery
https://github.com/sgl-project/sglang
공식 코드SGLang: Efficient Execution of Structured Language Model Programs
https://github.com/shangqing-liu/CCSD-benchmark-for-code-summarization
공식 코드Retrieval-Augmented Generation for Code Summarization via Hybrid GNN
https://github.com/shiluohe/referencetrustabledecoding
공식 코드Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
https://github.com/shubhamagarwal92/litllm
공식 코드https://github.com/shuoli90/traq
공식 코드TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction
https://github.com/sib-swiss/sparql-llm
공식 코드LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs
https://github.com/sichunluo/rallrec_plus
공식 코드RALLRec+: Retrieval Augmented Large Language Model Recommendation with Reasoning
https://github.com/siddharthl93/design_kgex
공식 코드Retrieval Augmented Generation using Engineering Design Knowledge
https://github.com/siddharthl93/engineering-design-knowledge
공식 코드Retrieval Augmented Generation using Engineering Design Knowledge
https://github.com/simbianai/taskgen
공식 코드TaskGen: A Task-Based, Memory-Infused Agentic Framework using StrictJSON
https://github.com/simisimon/dependency-validation-rag
공식 코드A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency Validation
https://github.com/simula/soccer-rag
공식 코드SoccerRAG: Multimodal Soccer Information Retrieval via Natural Queries
https://github.com/sisl/leraat
공식 코드https://github.com/sislab-unitn/fine-tune-or-rag
공식 코드Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for Dialogue
https://github.com/sleeepeer/poisonedrag
공식 코드PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models
https://github.com/slinusc/medical_RAG_system
공식 코드Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation
https://github.com/smallporridge/assistrag
공식 코드AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant
https://github.com/smallporridge/trustworthyrag
공식 코드Trustworthiness in Retrieval-Augmented Generation Systems: A Survey
https://github.com/snowteam2023/medrag
공식 코드https://github.com/spackows/icaai-2024_rag-cd
공식 코드https://github.com/spcl/mrag
공식 코드https://github.com/spcl/x1
공식 코드https://github.com/springcty/rag-fragility-to-linguistic-variation
공식 코드https://github.com/srgrace/contextual-compression
공식 코드Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A Survey
https://github.com/ssm123ssm/docgpt-pharm
공식 코드https://github.com/stanford-futuredata/ares
공식 코드ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems
https://github.com/starsuzi/videorag
공식 코드https://github.com/sunnynexus/retrollm
공식 코드RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation
https://github.com/sunnynexus/search-o1
공식 코드https://github.com/sysuselab/rustevo
공식 코드RustEvo^2: An Evolving Benchmark for API Evolution in LLM-based Rust Code Generation
https://github.com/szeighami/nudge
공식 코드NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval
https://github.com/taeheej/4bit-quantization-in-vector-embedding-for-rag
공식 코드https://github.com/taeheej/lightweight-relevance-grader-in-rag
공식 코드https://github.com/tag-research/tag-bench
공식 코드출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.