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 781–790 of 14297 papers

Title	Date	Tasks	Status	Hype
Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks	Mar 24, 2025	Common Sense ReasoningPrediction	—Unverified	0
Training-Free Personalization via Retrieval and Reasoning on Fingerprints	Mar 24, 2025	AttributeMultimodal Reasoning	—Unverified	0
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis	Mar 24, 2025	Claim VerificationInformation Retrieval	—Unverified	0
Dense Retrieval for Low Resource Languages -- the Case of Amharic Language	Mar 24, 2025	Information RetrievalRetrieval	—Unverified	0
CCMusic: An Open and Diverse Database for Chinese Music Information Retrieval Research	Mar 24, 2025	Information RetrievalMusic Information Retrieval	—Unverified	0
Robust-IR @ SIGIR 2025: The First Workshop on Robust Information Retrieval	Mar 24, 2025	Information RetrievalRetrieval	—Unverified	0
Exploring Training and Inference Scaling Laws in Generative Retrieval	Mar 24, 2025	DecoderRetrieval	CodeCode Available	0
Toward building next-generation Geocoding systems: a systematic review	Mar 24, 2025	Information RetrievalRetrieval	—Unverified	0
LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL	Mar 24, 2025	RetrievalText to SQL	CodeCode Available	2
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses	Mar 23, 2025	Language ModelingLanguage Modelling	—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