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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1401–1410 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging	Nov 20, 2022	Information RetrievalNamed Entity Recognition (NER)	CodeCode Available	1	5
Context Attentive Document Ranking and Query Suggestion	Jun 5, 2019	Document RankingRetrieval	CodeCode Available	1	5
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks	May 20, 2022	ClusteringGraph Attention	CodeCode Available	1	5
Context Awareness Gate For Retrieval Augmented Generation	Nov 25, 2024	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1	5
ALIP: Adaptive Language-Image Pre-training with Synthetic Caption	Aug 16, 2023	Action ClassificationImage-text Retrieval	CodeCode Available	1	5
ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval	May 27, 2025	Image RetrievalRetrieval	CodeCode Available	1	5
Few-Shot Conversational Dense Retrieval	May 10, 2021	Conversational SearchRetrieval	CodeCode Available	1	5
Feature Representation Learning for Unsupervised Cross-domain Image Retrieval	Jul 20, 2022	Contrastive LearningImage Retrieval	CodeCode Available	1	5
Hierarchy-of-Visual-Words: a Learning-based Approach for Trademark Image Retrieval	Aug 7, 2019	Image RetrievalRetrieval	CodeCode Available	1	5
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model	Dec 18, 2022	Language ModelingLanguage Modelling	CodeCode Available	1	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