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 3881–3890 of 14297 papers

Title	Date	Tasks	Status	Score
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines	Dec 1, 2022	Language ModellingRetrieval	CodeCode Available	5
R^3: Reinforced Reader-Ranker for Open-Domain Question Answering	Aug 31, 2017	Answer GenerationInformation Retrieval	CodeCode Available	5
A Binary Variational Autoencoder for Hashing	Oct 22, 2019	QuantizationRetrieval	CodeCode Available	5
Alleviating the Long-Tail Problem in Conversational Recommender Systems	Jul 21, 2023	DiversityRecommendation Systems	CodeCode Available	5
An Indexing Scheme and Descriptor for 3D Object Retrieval Based on Local Shape Querying	Aug 7, 2020	3D Object RetrievalRetrieval	CodeCode Available	5
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues Dataset	Dec 10, 2019	Conversational SearchInformation Retrieval	CodeCode Available	5
Inverse-Category-Frequency based supervised term weighting scheme for text categorization	Dec 13, 2010	Cross-corpusInformation Retrieval	CodeCode Available	5
Investigating Task Arithmetic for Zero-Shot Information Retrieval	May 1, 2025	Information RetrievalRe-Ranking	CodeCode Available	5
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models	May 30, 2017	Ad-Hoc Information RetrievalDocument Ranking	CodeCode Available	5
Intra-Modal Constraint Loss For Image-Text Retrieval	Jul 11, 2022	Cross-Modal RetrievalImage-text Retrieval	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