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 3161–3170 of 14297 papers

Title	Date	Tasks	Status
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging	Apr 30, 2025	RAGRetrieval	—Unverified
Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction	Apr 30, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data	Apr 30, 2025	Machine TranslationRetrieval	—Unverified
Traceback of Poisoning Attacks to Retrieval-Augmented Generation	Apr 30, 2025	RAGRetrieval	—Unverified
Effective Inference-Free Retrieval for Learned Sparse Representations	Apr 30, 2025	Domain GeneralizationRetrieval	—Unverified
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval	Apr 30, 2025	Information RetrievalRe-Ranking	—Unverified
Towards Robust and Generalizable Gerchberg Saxton based Physics Inspired Neural Networks for Computer Generated Holography: A Sensitivity Analysis Framework	Apr 30, 2025	BenchmarkingLearning Theory	—Unverified
Efficient Conversational Search via Topical Locality in Dense Retrieval	Apr 30, 2025	Conversational SearchInformation Retrieval	CodeCode Available
Learning Universal User Representations Leveraging Cross-domain User Intent at Snapchat	Apr 30, 2025	Collaborative FilteringForm	—Unverified
Information Retrieval in the Age of Generative AI: The RGB Model	Apr 29, 2025	Information RetrievalRAG	CodeCode Available

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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