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 2676–2700 of 14297 papers

Title	Date	Tasks	Status	Hype
On Slicing Sorted Integer Sequences	Jul 1, 2019	Retrieval	CodeCode Available	1
XQA: A Cross-lingual Open-domain Question Answering Dataset	Jul 1, 2019	Machine TranslationOpen-Domain Question Answering	CodeCode Available	1
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval	Jun 11, 2019	Cross-Modal RetrievalMultiple Instance Learning	CodeCode Available	1
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition andRetrieval Competition 2019	Jun 10, 2019	Landmark RecognitionReranking	CodeCode Available	1
End-to-End CAD Model Retrieval and 9DoF Alignment in 3D Scans	Jun 10, 2019	CAD ReconstructionObject	CodeCode Available	1
Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse Dataset	Jun 10, 2019	DiversityLandmark Recognition	CodeCode Available	1
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips	Jun 7, 2019	Action LocalizationLong Video Retrieval (Background Removed)	CodeCode Available	1
Context Attentive Document Ranking and Query Suggestion	Jun 5, 2019	Document RankingRetrieval	CodeCode Available	1
Latent Retrieval for Weakly Supervised Open Domain Question Answering	Jun 1, 2019	Information RetrievalOpen-Domain Question Answering	CodeCode Available	1
A large-scale study of the effects of word frequency and predictability in naturalistic reading	Jun 1, 2019	RetrievalSentence	CodeCode Available	1
Learning Nonsymmetric Determinantal Point Processes	May 30, 2019	Information RetrievalPoint Processes	CodeCode Available	1
Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback	May 30, 2019	AttributeImage Retrieval	CodeCode Available	1
Variational Representation Learning for Vehicle Re-Identification	May 7, 2019	Representation LearningRetrieval	CodeCode Available	1
Accurate Visual Localization for Automotive Applications	May 1, 2019	RetrievalVisual Localization	CodeCode Available	1
Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning	Apr 14, 2019	Image RetrievalMetric Learning	CodeCode Available	1
UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations	Apr 11, 2019	Contrastive LearningCross-Modal Retrieval	CodeCode Available	1
Hyperbolic Image Embeddings	Apr 3, 2019	Few-Shot LearningGeneral Classification	CodeCode Available	1
Metric-Learning based Deep Hashing Network for Content Based Retrieval of Remote Sensing Images	Apr 2, 2019	Computational EfficiencyDeep Hashing	CodeCode Available	1
Combination of Multiple Global Descriptors for Image Retrieval	Mar 26, 2019	Image RetrievalRetrieval	CodeCode Available	1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases	Mar 6, 2019	Information RetrievalKnowledge Base Question Answering	CodeCode Available	1
MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts	Feb 25, 2019	Entity Linkingnamed-entity-recognition	CodeCode Available	1
End-to-end Lyrics Alignment for Polyphonic Music Using an Audio-to-Character Recognition Model	Feb 18, 2019	Retrievaltext-to-speech	CodeCode Available	1
Localizing dexterous surgical tools in X-ray for image-based navigation	Jan 20, 2019	Retrieval	CodeCode Available	1
Music Artist Classification with Convolutional Recurrent Neural Networks	Jan 14, 2019	Artist classificationClassification	CodeCode Available	1
Passage Re-ranking with BERT	Jan 13, 2019	Language ModelingPassage Re-Ranking	CodeCode Available	1

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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