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 3031–3040 of 14297 papers

Title	Date	Tasks	Status
An Evaluation of Two Commercial Deep Learning-Based Information Retrieval Systems for COVID-19 Literature	Jul 6, 2020	ArticlesInformation Retrieval	—Unverified
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering	Dec 8, 2024	Answer GenerationDomain Adaptation	—Unverified
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering	May 17, 2025	Document RankingLarge Language Model	—Unverified
Beyond Retrieval: Generating Narratives in Conversational Recommender Systems	Oct 22, 2024	Conversational RecommendationRecommendation Systems	—Unverified
Adopting RAG for LLM-Aided Future Vehicle Design	Nov 14, 2024	ChatbotRAG	—Unverified
DeepShape: Deep Learned Shape Descriptor for 3D Shape Matching and Retrieval	Jun 1, 2015	Retrieval	—Unverified
Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing	Jun 1, 2019	3D Shape Classification3D Shape Representation	—Unverified
Deep Spherical Quantization for Image Search	Jun 7, 2019	Image RetrievalQuantization	—Unverified
Beyond Relevant Documents: A Knowledge-Intensive Approach for Query-Focused Summarization using Large Language Models	Aug 19, 2024	Language ModelingLanguage Modelling	—Unverified
Beyond Relevance: Improving User Engagement by Personalization for Short-Video Search	Sep 17, 2024	Collaborative FilteringMulti-Task Learning	—Unverified

Show:10 25 50

← PrevPage 304 of 1430Next →

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