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

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Showing 3851–3860 of 14297 papers

Title	Date	Tasks	Status	Score
Context-Situated Pun Generation	Oct 24, 2022	Retrieval	CodeCode Available	5
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution	Oct 20, 2023	Cross-Modal RetrievalRetrieval	CodeCode Available	5
DiSCo: LLM Knowledge Distillation for Efficient Sparse Retrieval in Conversational Search	Oct 18, 2024	Conversational Information AccessConversational Search	CodeCode Available	5
Quam: Adaptive Retrieval through Query Affinity Modelling	Oct 26, 2024	Information RetrievalRe-Ranking	CodeCode Available	5
Context Retrieval via Normalized Contextual Latent Interaction for Conversational Agent	Dec 1, 2023	Language ModellingRetrieval	CodeCode Available	5
Investigating Task Arithmetic for Zero-Shot Information Retrieval	May 1, 2025	Information RetrievalRe-Ranking	CodeCode Available	5
BinGAN: Learning Compact Binary Descriptors with a Regularized GAN	Jun 18, 2018	Dimensionality ReductionRetrieval	CodeCode Available	5
Quati: A Brazilian Portuguese Information Retrieval Dataset from Native Speakers	Apr 10, 2024	Information RetrievalRetrieval	CodeCode Available	5
ContextRefine-CLIP for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2025	Jun 12, 2025	Cross-Modal RetrievalEnsemble Learning	CodeCode Available	5
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection	Sep 7, 2022	Anomaly DetectionRetrieval	CodeCode Available	5

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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