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 3451–3475 of 14297 papers

Title	Date	Tasks	Status	Score
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio Features	Aug 30, 2018	Cover song identificationInformation Retrieval	CodeCode Available	5
Learning Disentangled Representations of Texts with Application to Biomedical Abstracts	Apr 19, 2018	Retrieval	CodeCode Available	5
Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network	Jul 15, 2017	FormGeneral Classification	CodeCode Available	5
Multimodal Benchmarking and Recommendation of Text-to-Image Generation Models	May 6, 2025	BenchmarkingImage Generation	CodeCode Available	5
Particular object retrieval with integral max-pooling of CNN activations	Nov 18, 2015	Image RetrievalRe-Ranking	CodeCode Available	5
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG	Jun 17, 2024	MisinformationRAG	CodeCode Available	5
Large Language Model Augmented Narrative Driven Recommendations	Jun 4, 2023	Data AugmentationLanguage Modeling	CodeCode Available	5
A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models	Jun 25, 2021	Passage Re-RankingPassage Retrieval	CodeCode Available	5
LAReQA: Language-agnostic answer retrieval from a multilingual pool	Apr 11, 2020	Machine TranslationRetrieval	CodeCode Available	5
Language Models as Knowledge Bases for Visual Word Sense Disambiguation	Oct 3, 2023	Image CaptioningMultiple-choice	CodeCode Available	5
Language Fairness in Multilingual Information Retrieval	May 2, 2024	FairnessInformation Retrieval	CodeCode Available	5
Deep Group-shuffling Random Walk for Person Re-identification	Jul 30, 2018	Person Re-IdentificationRetrieval	CodeCode Available	5
Language-Agnostic Visual-Semantic Embeddings	Oct 1, 2019	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Language Agnostic Multilingual Information Retrieval with Contrastive Learning	Oct 12, 2022	Contrastive LearningCross-Lingual Transfer	CodeCode Available	5
Bags of Local Convolutional Features for Scalable Instance Search	Apr 15, 2016	Instance SearchReranking	CodeCode Available	5
Language-Conditioned Change-point Detection to Identify Sub-Tasks in Robotics Domains	Sep 1, 2023	Change Point DetectionInstruction Following	CodeCode Available	5
An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw Cycle	Jul 4, 2024	Anomaly DetectionRetrieval	CodeCode Available	5
Large Language Model Can Be a Foundation for Hidden Rationale-Based Retrieval	Dec 21, 2024	Computational EfficiencyLanguage Modeling	CodeCode Available	5
Deep Hashing with Category Mask for Fast Video Retrieval	Dec 22, 2017	Code GenerationDeep Hashing	CodeCode Available	5
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks	Oct 17, 2023	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Ladder Loss for Coherent Visual-Semantic Embedding	Nov 18, 2019	RetrievalTriplet	CodeCode Available	5
AMNS: Attention-Weighted Selective Mask and Noise Label Suppression for Text-to-Image Person Retrieval	Sep 10, 2024	Person RetrievalRetrieval	CodeCode Available	5
COV19IR : COVID-19 Domain Literature Information Retrieval	Nov 8, 2022	Information RetrievalQuestion Answering	CodeCode Available	5
Modeling User Behavior with Graph Convolution for Personalized Product Search	Feb 12, 2022	Learning Semantic RepresentationsRetrieval	CodeCode Available	5
Label Consistent Fisher Vectors for Supervised Feature Aggregation	Aug 24, 2014	ClassificationGeneral Classification	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