Light Retrieval Task Design
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![Light Retrieval Task Design [论文评述] Task Prototype-Based Knowledge Retrieval for Multi-Task Learning ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/task-prototype-based-knowledge-retrieval-for-multi-task-learning-from-partially-annotated-data-0.png)















![Light Retrieval Task Design [논문 리뷰] LightRetriever: A LLM-based Hybrid Retrieval Architecture with ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/lightretriever-a-llm-based-hybrid-retrieval-architecture-with-1000x-faster-query-inference-1.png)


















![Light Retrieval Task Design [논문 리뷰] MultiMind at SemEval-2025 Task 7: Crosslingual Fact-Checked ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/multimind-at-semeval-2025-task-7-crosslingual-fact-checked-claim-retrieval-via-multi-source-alignment-2.png)





















![Light Retrieval Task Design [논문 리뷰] Task-Aware Retrieval Augmentation for Dynamic Recommendation](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/task-aware-retrieval-augmentation-for-dynamic-recommendation-0.png)




![Light Retrieval Task Design [논문 리뷰] STaR: Scalable Task-Conditioned Retrieval for Long-Horizon ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/star-scalable-task-conditioned-retrieval-for-long-horizon-multimodal-robot-memory-0.png)


















![Light Retrieval Task Design [论文评述] Task-free Lifelong Robot Learning with Retrieval-based Weighted ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/task-free-lifelong-robot-learning-with-retrieval-based-weighted-local-adaptation-1.png)


![Light Retrieval Task Design [논문 리뷰] Retrieve, Don't Retrain: Extending Vision Language Action ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/retrieve-dont-retrain-extending-vision-language-action-models-to-new-tasks-at-test-time-1.png)
![Light Retrieval Task Design [논문 리뷰] InstructRAG: Leveraging Retrieval-Augmented Generation on ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/instructrag-leveraging-retrieval-augmented-generation-on-instruction-graphs-for-llm-based-task-planning-3.png)



![Light Retrieval Task Design [논문 리뷰] Retrieval-Augmented Hierarchical in-Context Reinforcement ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/retrieval-augmented-hierarchical-in-context-reinforcement-learning-and-hindsight-modular-reflections-for-task-planning-with-llms-1.png)



![Light Retrieval Task Design [논문 리뷰] HotelMatch-LLM: Joint Multi-Task Training of Small and Large ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/hotelmatch-llm-joint-multi-task-training-of-small-and-large-language-models-for-efficient-multimodal-hotel-retrieval-2.png)
![Light Retrieval Task Design [論文レビュー] MM-BRIGHT: A Multi-Task Multimodal Benchmark for Reasoning ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/mm-bright-a-multi-task-multimodal-benchmark-for-reasoning-intensive-retrieval-0.png)







![Light Retrieval Task Design [논문 리뷰] RAG: Retrieval-Augmented Generation for Knowledge-Intensive NLP ...](https://ffighting.net/wp-content/uploads/2024/02/image-32.png)








