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 2976–3000 of 14297 papers

Title	Date	Tasks	Status	Score
Learning to Retrieve Videos by Asking Questions	May 11, 2022	AI AgentRetrieval	CodeCode Available	5
Retrieval of Surface Solar Radiation through Implicit Albedo Recovery from Temporal Context	Jun 11, 2025	Retrieval	CodeCode Available	5
Learning to Search in Long Documents Using Document Structure	Jun 9, 2018	Information RetrievalQuestion Answering	CodeCode Available	5
Learning Unseen Modality Interaction	Jun 22, 2023	RetrievalVideo Classification	CodeCode Available	5
Extractive Explanations for Interpretable Text Ranking	Jun 23, 2021	Document RankingRetrieval	CodeCode Available	5
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene Understanding	Apr 18, 2025	Deep LearningPoint Cloud Completion	CodeCode Available	5
Best-Case Retrieval Evaluation: Improving the Sensitivity of Reciprocal Rank with Lexicographic Precision	Jun 13, 2023	RetrievalSensitivity	CodeCode Available	5
BERT with History Answer Embedding for Conversational Question Answering	May 14, 2019	Conversational Question AnsweringConversational Search	CodeCode Available	5
An empirical study on the names of points of interest and their changes with geographic distance	Jun 21, 2018	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	CodeCode Available	5
Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset	Oct 16, 2023	Language ModelingLanguage Modelling	CodeCode Available	5
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms	Dec 22, 2023	Information RetrievalRetrieval	CodeCode Available	5
BERT is not The Count: Learning to Match Mathematical Statements with Proofs	Feb 18, 2023	ArticlesInformation Retrieval	CodeCode Available	5
Learning to Rank Words: Optimizing Ranking Metrics for Word Spotting	Jun 9, 2021	Learning-To-RankRetrieval	CodeCode Available	5
Learning to Represent Bilingual Dictionaries	Aug 10, 2018	Multi-Task LearningParaphrase Identification	CodeCode Available	5
BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology	Sep 20, 2021	Retrieval	CodeCode Available	5
Learning to Minimize the Remainder in Supervised Learning	Jan 23, 2022	image-classificationImage Classification	CodeCode Available	5
An Empirical Study of Validating Synthetic Data for Text-Based Person Retrieval	Mar 28, 2025	Image AugmentationImage Generation	CodeCode Available	5
Ad Hoc Table Retrieval using Semantic Similarity	Feb 16, 2018	RetrievalSemantic Similarity	CodeCode Available	5
Learning to Locate Visual Answer in Video Corpus Using Question	Oct 11, 2022	Contrastive LearningLanguage Modelling	CodeCode Available	5
Learning to Match Mathematical Statements with Proofs	Feb 3, 2021	ArticlesAutomated Theorem Proving	CodeCode Available	5
Summarization-Based Document IDs for Generative Retrieval with Language Models	Nov 14, 2023	ArticlesLanguage Modeling	CodeCode Available	5
Learning to Learn from Web Data through Deep Semantic Embeddings	Aug 20, 2018	Image RetrievalRetrieval	CodeCode Available	5
Learning to Match Using Local and Distributed Representations of Text for Web Search	Oct 26, 2016	Document RankingInformation Retrieval	CodeCode Available	5
Learning to Prune in Metric and Non-Metric Spaces	Dec 1, 2013	Density EstimationRetrieval	CodeCode Available	5
Learning to Retrieve Engaging Follow-Up Queries	Feb 21, 2023	Retrievalvalid	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