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 4376–4400 of 14297 papers

Title	Date	Tasks	Status	Score
ICECAP: Information Concentrated Entity-aware Image Captioning	Aug 4, 2021	ArticlesImage Captioning	CodeCode Available	5
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM Judges	Jan 30, 2025	Information RetrievalLarge Language Model	CodeCode Available	5
A Retrieve-and-Edit Framework for Predicting Structured Outputs	Dec 4, 2018	Retrieval	CodeCode Available	5
Clarinet: A Music Retrieval System	Oct 23, 2022	Melody ExtractionRetrieval	CodeCode Available	5
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering	Jul 25, 2017	Efficient Neural NetworkFeature Engineering	CodeCode Available	5
Claraprint: a chord and melody based fingerprint for western classical music cover detection	Sep 21, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	5
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering	May 25, 2025	Question AnsweringRAG	CodeCode Available	5
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information Retrieval	Apr 21, 2023	Data AugmentationInformation Retrieval	CodeCode Available	5
A Retrieval-Augmented Multi-Agent Framework for Psychiatry Diagnosis	Jun 4, 2025	DiagnosticRetrieval	CodeCode Available	5
Hybrid Style Siamese Network: Incorporating style loss in complementary apparels retrieval	Nov 23, 2019	Complimentary Image RetrievalImage Retrieval	CodeCode Available	5
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia	Dec 4, 2023	counterfactualLanguage Modeling	CodeCode Available	5
City-Scale Visual Place Recognition with Deep Local Features Based on Multi-Scale Ordered VLAD Pooling	Sep 19, 2020	Content-Based Image RetrievalImage Retrieval	CodeCode Available	5
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling	Jun 17, 2024	Language ModelingLanguage Modelling	CodeCode Available	5
Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval	Jul 12, 2024	Image RetrievalRetrieval	CodeCode Available	5
CitRet: A Hybrid Model for Cited Text Span Retrieval	Oct 1, 2022	RetrievalSemantic Textual Similarity	CodeCode Available	5
Hybrid Losses for Hierarchical Embedding Learning	Jan 22, 2025	Multi-Task LearningRetrieval	CodeCode Available	5
A Response Retrieval Approach for Dialogue Using a Multi-Attentive Transformer	Dec 15, 2020	Retrieval	CodeCode Available	5
Hybrid and Collaborative Passage Reranking	May 16, 2023	Passage RerankingPassage Retrieval	CodeCode Available	5
A Resource-Light Method for Cross-Lingual Semantic Textual Similarity	Jan 19, 2018	Cross-Lingual Information RetrievalCross-Lingual Semantic Textual Similarity	CodeCode Available	5
Circulant temporal encoding for video retrieval and temporal alignment	Jun 8, 2015	RetrievalVideo Retrieval	CodeCode Available	5
HUSE: Hierarchical Universal Semantic Embeddings	Nov 14, 2019	General ClassificationRepresentation Learning	CodeCode Available	5
Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor Databases	Jan 26, 2023	Retrieval	CodeCode Available	5
Human Motion Analysis with Deep Metric Learning	Jul 30, 2018	Dynamic Time WarpingMetric Learning	CodeCode Available	5
A Resource-Efficient Training Framework for Remote Sensing Text--Image Retrieval	Jan 18, 2025	DescriptiveImage Retrieval	CodeCode Available	5
Human-in-the-loop Machine Translation with Large Language Model	Oct 13, 2023	In-Context LearningLanguage Modeling	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