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 2151–2175 of 14297 papers

Title	Date	Tasks	Status	Hype
Enriching Local and Global Contexts for Temporal Action Localization	Jul 27, 2021	Action ClassificationAction Localization	CodeCode Available	1
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval	Jul 26, 2021	Answer GenerationPassage Retrieval	CodeCode Available	1
HANet: Hierarchical Alignment Networks for Video-Text Retrieval	Jul 26, 2021	RetrievalText Matching	CodeCode Available	1
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries	Jul 20, 2021	Highlight DetectionMoment Retrieval	CodeCode Available	1
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images	Jul 19, 2021	RetrievalSentence	CodeCode Available	1
Sequence-to-Sequence Piano Transcription with Transformers	Jul 19, 2021	DecoderInformation Retrieval	CodeCode Available	1
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals	Jul 18, 2021	Multi-Task LearningRetrieval	CodeCode Available	1
More Robust Dense Retrieval with Contrastive Dual Learning	Jul 16, 2021	Contrastive LearningInformation Retrieval	CodeCode Available	1
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation	Jul 16, 2021	Cross-Modal RetrievalGrounded language learning	CodeCode Available	1
Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval	Jul 13, 2021	DisentanglementRetrieval	CodeCode Available	1
HAT: Hierarchical Aggregation Transformers for Person Re-identification	Jul 13, 2021	Person Re-IdentificationPerson Retrieval	CodeCode Available	1
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural Networks	Jul 13, 2021	Retrieval	CodeCode Available	1
Codified audio language modeling learns useful representations for music information retrieval	Jul 12, 2021	Emotion RecognitionGenre classification	CodeCode Available	1
On the Evaluation of Commit Message Generation Models: An Experimental Study	Jul 12, 2021	Retrieval	CodeCode Available	1
Dynamic Modality Interaction Modeling for Image-Text Retrieval	Jul 11, 2021	cross-modal alignmentCross-Modal Retrieval	CodeCode Available	1
MetaP: Meta Pattern Learning for One-Shot Knowledge Graph Completion	Jul 11, 2021	Information RetrievalKnowledge Graph Completion	CodeCode Available	1
VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer	Jul 6, 2021	Image RetrievalKnowledge Distillation	CodeCode Available	1
DPPIN: A Biological Repository of Dynamic Protein-Protein Interaction Network Data	Jul 5, 2021	AttributeDrug Discovery	CodeCode Available	1
Graph Convolution for Re-ranking in Person Re-identification	Jul 5, 2021	Person Re-IdentificationRe-Ranking	CodeCode Available	1
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and Words	Jul 5, 2021	RetrievalText Matching	CodeCode Available	1
FedCMR: Federated Cross-Modal Retrieval	Jul 1, 2021	Cross-Modal RetrievalFederated Learning	CodeCode Available	1
Keyphrase Generation for Scientific Document Retrieval	Jun 28, 2021	Keyphrase GenerationRetrieval	CodeCode Available	1
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval	Jun 24, 2021	Computational EfficiencyKnowledge Distillation	CodeCode Available	1
Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval	Jun 22, 2021	Cross-Modal RetrievalDiversity	CodeCode Available	1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication	Jun 22, 2021	Empathetic Response GenerationPassage Retrieval	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