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 2901–2925 of 14297 papers

Title	Date	Tasks	Status	Score
A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based Insights	Sep 19, 2024	Chatbotgraph construction	CodeCode Available	5
Less is More: Rejecting Unreliable Reviews for Product Question Answering	Jul 9, 2020	Community Question AnsweringConformal Prediction	CodeCode Available	5
Leveraging Acoustic Images for Effective Self-Supervised Audio Representation Learning	Aug 1, 2020	Cross-Modal RetrievalRepresentation Learning	CodeCode Available	5
LEGAL-UQA: A Low-Resource Urdu-English Dataset for Legal Question Answering	Oct 16, 2024	Optical Character Recognition (OCR)Question Answering	CodeCode Available	5
Bi-Directional Lattice Recurrent Neural Networks for Confidence Estimation	Oct 30, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal Text	Sep 24, 2018	Decision MakingInformation Retrieval	CodeCode Available	5
Length is a Curse and a Blessing for Document-level Semantics	Oct 24, 2023	Contrastive LearningInformation Retrieval	CodeCode Available	5
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking	Jun 21, 2023	Entity LinkingEntity Retrieval	CodeCode Available	5
A New Inexact Proximal Linear Algorithm with Adaptive Stopping Criteria for Robust Phase Retrieval	Apr 25, 2023	Retrieval	CodeCode Available	5
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset	Oct 26, 2023	FairnessRetrieval	CodeCode Available	5
Legal Case Document Similarity: You Need Both Network and Text	Sep 26, 2022	Citation RecommendationRetrieval	CodeCode Available	5
Learning Without Loss	Oct 29, 2019	Retrieval	CodeCode Available	5
Learn to Understand Negation in Video Retrieval	Apr 30, 2022	Natural Language QueriesNegation	CodeCode Available	5
Learning with Average Precision: Training Image Retrieval with a Listwise Loss	Jun 18, 2019	Image RetrievalRetrieval	CodeCode Available	5
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMs	Sep 6, 2024	In-Context LearningMeta-Learning	CodeCode Available	5
Extractive Explanations for Interpretable Text Ranking	Jun 23, 2021	Document RankingRetrieval	CodeCode Available	5
A Clustering-Based Combinatorial Approach to Unsupervised Matching of Product Titles	Mar 7, 2019	ClusteringRetrieval	CodeCode Available	5
Learning Visual Actions Using Multiple Verb-Only Labels	Jul 25, 2019	Action RecognitionCross-Modal Retrieval	CodeCode Available	5
A New Benchmark and Approach for Fine-grained Cross-media Retrieval	Jul 10, 2019	Representation LearningRetrieval	CodeCode Available	5
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge Retrieval	Mar 27, 2025	FairnessInformation Retrieval	CodeCode Available	5
Learning Unseen Modality Interaction	Jun 22, 2023	RetrievalVideo Classification	CodeCode Available	5
Learning Visual Importance for Graphic Designs and Data Visualizations	Aug 8, 2017	Retrieval	CodeCode Available	5
Lexically-Accelerated Dense Retrieval	Jul 31, 2023	Retrieval	CodeCode Available	5
Learning to Speak and Act in a Fantasy Text Adventure Game	Mar 7, 2019	Retrieval	CodeCode Available	5
Learning to Retrieve Videos by Asking Questions	May 11, 2022	AI AgentRetrieval	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