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 4811–4820 of 14297 papers

Title	Date	Tasks	Status	Score
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks	Jan 7, 2024	Information RetrievalRetrieval	CodeCode Available	5
Learning Compressed Sentence Representations for On-Device Text Processing	Jun 19, 2019	RetrievalSentence	CodeCode Available	5
Graph Matching Networks for Learning the Similarity of Graph Structured Objects	Apr 29, 2019	Graph AttentionGraph Matching	CodeCode Available	5
Graph-based Hierarchical Relevance Matching Signals for Ad-hoc Retrieval	Feb 22, 2021	Retrieval	CodeCode Available	5
Graph Based Temporal Aggregation for Video Retrieval	Nov 4, 2020	RetrievalVideo Retrieval	CodeCode Available	5
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases	Apr 7, 2025	Knowledge GraphsRAG	CodeCode Available	5
Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos	Jul 21, 2015	Action RecognitionRetrieval	CodeCode Available	5
Everyone's Preference Changes Differently: Weighted Multi-Interest Retrieval Model	Jul 14, 2022	Recommendation SystemsRetrieval	CodeCode Available	5
Efficient Nearest Neighbors Search for Large-Scale Landmark Recognition	Jun 15, 2018	Landmark RecognitionRetrieval	CodeCode Available	5
CapEnrich: Enriching Caption Semantics for Web Images via Cross-modal Pre-trained Knowledge	Nov 17, 2022	Concept AlignmentRetrieval	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