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 921–930 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval	Feb 23, 2024	Cross-Lingual TransferInformation Retrieval	CodeCode Available	1	5
Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems	Feb 19, 2025	Collaborative FilteringConversational Recommendation	CodeCode Available	1	5
Efficient Passage Retrieval with Hashing for Open-domain Question Answering	Jun 2, 2021	Natural QuestionsOpen-Domain Question Answering	CodeCode Available	1	5
CoLLM: A Large Language Model for Composed Image Retrieval	Mar 25, 2025	Image RetrievalLanguage Modeling	CodeCode Available	1	5
Bridging Video-text Retrieval with Multiple Choice Questions	Jan 13, 2022	Action RecognitionLinear evaluation	CodeCode Available	1	5
A Neural Corpus Indexer for Document Retrieval	Jun 6, 2022	DecoderRetrieval	CodeCode Available	1	5
Bridging Language Gaps in Audio-Text Retrieval	Jun 11, 2024	AudioCapsRetrieval	CodeCode Available	1	5
Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning	Oct 13, 2015	Document ClassificationRepresentation Learning	CodeCode Available	1	5
GREED: A Neural Framework for Learning Graph Distance Functions	Dec 24, 2021	CPUGPU	CodeCode Available	1	5
Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention	Mar 11, 2025	In-Context LearningRetrieval	CodeCode Available	1	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