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 4041–4050 of 14297 papers

Title	Date	Tasks	Status
Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling	Mar 13, 2024	Conversational SearchDomain Adaptation	—Unverified
Domain Adaptation for Dense Retrieval through Self-Supervision by Pseudo-Relevance Labeling	Dec 13, 2022	Domain AdaptationInformation Retrieval	—Unverified
Domain Adaptation for Enterprise Email Search	Jun 19, 2019	Domain AdaptationInformation Retrieval	—Unverified
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings	Apr 18, 2023	Contrastive LearningRetrieval	—Unverified
ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks	Oct 19, 2023	HallucinationHallucination Evaluation	—Unverified
Domain Adaptation of Multilingual Semantic Search - Literature Review	Feb 5, 2024	Domain AdaptationInformation Retrieval	—Unverified
Breaking the Lens of the Telescope: Online Relevance Estimation over Large Retrieval Sets	Apr 12, 2025	Re-RankingRetrieval	—Unverified
Domain-Constrained Advertising Keyword Generation	Feb 27, 2019	Reinforcement LearningRetrieval	—Unverified
Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval	Feb 24, 2022	3D Shape RetrievalGenerative Adversarial Network	—Unverified
Accelerating Retrieval-Augmented Language Model Serving with Speculation	Jan 25, 2024	Language ModelingLanguage Modelling	—Unverified

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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