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 2561–2570 of 14297 papers

Title	Date	Tasks	Status	Hype
Local Self-Attention over Long Text for Efficient Document Retrieval	May 11, 2020	Document RankingRetrieval	CodeCode Available	1
Building a Manga Dataset "Manga109" with Annotations for Multimedia Applications	May 9, 2020	Retrieval	CodeCode Available	1
Condensed Movies: Story Based Retrieval with Contextual Embeddings	May 8, 2020	RetrievalText to Video Retrieval	CodeCode Available	1
COBRA: Contrastive Bi-Modal Representation Algorithm	May 7, 2020	Cross-Modal RetrievalImage Captioning	CodeCode Available	1
Graph-Embedding Empowered Entity Retrieval	May 6, 2020	Entity RetrievalGraph Embedding	CodeCode Available	1
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models	May 5, 2020	Information RetrievalQuestion Answering	CodeCode Available	1
Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering	May 4, 2020	Evidence SelectionMulti-hop Question Answering	CodeCode Available	1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA	May 2, 2020	Information RetrievalLanguage Modeling	CodeCode Available	1
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training	May 1, 2020	Language ModelingLanguage Modelling	CodeCode Available	1
SiBert: Enhanced Chinese Pre-trained Language Model with Sentence Insertion	May 1, 2020	Cloze TestLanguage Modeling	CodeCode Available	1

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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