Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2881–2890 of 14297 papers

Title	Date	Tasks	Status	Hype
Poisoned LangChain: Jailbreak LLMs by LangChain	Jun 26, 2024	RAGRetrieval	—Unverified	0
Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive Learning	Jun 26, 2024	Contrastive LearningCross-Modal Retrieval	CodeCode Available	0
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems	Jun 25, 2024	BenchmarkingRAG	—Unverified	0
MLLM as Video Narrator: Mitigating Modality Imbalance in Video Moment Retrieval	Jun 25, 2024	cross-modal alignmentMoment Retrieval	—Unverified	0
GraphSnapShot: Caching Local Structure for Fast Graph Learning	Jun 25, 2024	Graph LearningRecommendation Systems	CodeCode Available	1
Advancing Question Answering on Handwritten Documents: A State-of-the-Art Recognition-Based Model for HW-SQuAD	Jun 25, 2024	Question AnsweringRetrieval	—Unverified	0
SetBERT: Enhancing Retrieval Performance for Boolean Logic and Set Operation Queries	Jun 25, 2024	RetrievalSentence	—Unverified	0
ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling	Jun 25, 2024	Cross-Modal RetrievalNatural Language Queries	—Unverified	0
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models	Jun 25, 2024	In-Context LearningLanguage Modeling	CodeCode Available	0
Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft	Jun 25, 2024	Action GenerationCode Generation	—Unverified	0

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All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified