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 2331–2340 of 14297 papers

Title	Date	Tasks	Status	Hype
Controlling the Risk of Conversational Search via Reinforcement Learning	Jan 15, 2021	Conversational Searchreinforcement-learning	CodeCode Available	1
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models	Jan 14, 2021	Document RankingReranking	CodeCode Available	1
Probabilistic Embeddings for Cross-Modal Retrieval	Jan 13, 2021	Cross-Modal RetrievalRetrieval	CodeCode Available	1
On the Calibration and Uncertainty of Neural Learning to Rank Models	Jan 12, 2021	Document RankingLearning-To-Rank	CodeCode Available	1
Towards fast machine-learning-assisted Bayesian posterior inference of microseismic event location and source mechanism	Jan 12, 2021	Bayesian InferenceBIG-bench Machine Learning	CodeCode Available	1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language Descriptions	Jan 12, 2021	Multi-Object TrackingObject Tracking	CodeCode Available	1
Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition	Jan 7, 2021	Point Cloud RetrievalRetrieval	CodeCode Available	1
Transformer-based approach towards music emotion recognition from lyrics	Jan 6, 2021	Emotion RecognitionInformation Retrieval	CodeCode Available	1
Progressive Correspondence Pruning by Consensus Learning	Jan 3, 2021	Camera Pose EstimationDenoising	CodeCode Available	1
End-to-End Training of Neural Retrievers for Open-Domain Question Answering	Jan 2, 2021	Natural QuestionsOpen-Domain Question Answering	CodeCode Available	1

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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