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 201–225 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Human-like Episodic Memory for Infinite Context LLMs	Jul 12, 2024	Computational EfficiencyEvent Segmentation	CodeCode Available	3	5
Searching for Best Practices in Retrieval-Augmented Generation	Jul 1, 2024	Question AnsweringRAG	CodeCode Available	3	5
All You Need to Know About Training Image Retrieval Models	Mar 17, 2025	AllImage Retrieval	CodeCode Available	2	5
All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed Audio	Jul 31, 2023	AllDownbeat Tracking	CodeCode Available	2	5
Autoregressive Search Engines: Generating Substrings as Document Identifiers	Apr 22, 2022	Information RetrievalRetrieval	CodeCode Available	2	5
All in One: Exploring Unified Video-Language Pre-training	Mar 14, 2022	AllLanguage Modelling	CodeCode Available	2	5
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music	Oct 11, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	2	5
GLAP: General contrastive audio-text pretraining across domains and languages	Jun 12, 2025	AudioCapsKeyword Spotting	CodeCode Available	2	5
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML	Oct 3, 2024	AutoMLCode Generation	CodeCode Available	2	5
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval	Jul 17, 2024	DecoderImage Enhancement	CodeCode Available	2	5
Generating Images with Multimodal Language Models	May 26, 2023	DecoderImage Generation	CodeCode Available	2	5
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation	May 22, 2024	InformativenessLanguage Modeling	CodeCode Available	2	5
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking	Apr 12, 2024	Contrastive LearningRetrieval	CodeCode Available	2	5
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information	Apr 19, 2023	In-Context LearningRetrieval	CodeCode Available	2	5
Generating Benchmarks for Factuality Evaluation of Language Models	Jul 13, 2023	Language ModelingLanguage Modelling	CodeCode Available	2	5
GENIUS: A Generative Framework for Universal Multimodal Search	Mar 25, 2025	Information RetrievalQuantization	CodeCode Available	2	5
Global Features are All You Need for Image Retrieval and Reranking	Aug 14, 2023	AllImage Retrieval	CodeCode Available	2	5
Grounding Language Models to Images for Multimodal Inputs and Outputs	Jan 31, 2023	Image RetrievalIn-Context Learning	CodeCode Available	2	5
AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information Retrieval	Apr 9, 2024	AllInformation Retrieval	CodeCode Available	2	5
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions	Mar 22, 2024	Information RetrievalRetrieval	CodeCode Available	2	5
AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark	Dec 17, 2024	Information RetrievalRetrieval	CodeCode Available	2	5
FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search	May 20, 2021	Information RetrievalRetrieval	CodeCode Available	2	5
Autonomous GIS: the next-generation AI-powered GIS	May 10, 2023	Code GenerationInformation Retrieval	CodeCode Available	2	5
AudioSetCaps: An Enriched Audio-Caption Dataset using Automated Generation Pipeline with Large Audio and Language Models	Nov 28, 2024	Audio captioningAudio to Text Retrieval	CodeCode Available	2	5
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering	Sep 29, 2023	Image to textPassage Retrieval	CodeCode Available	2	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