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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 221–230 of 4740 papers

Title	Date	Tasks	Status	Hype
ACE: A Cardinality Estimator for Set-Valued Queries	Mar 19, 2025	Information RetrievalRecommendation Systems	—Unverified	0
When Pigs Get Sick: Multi-Agent AI for Swine Disease Detection	Mar 19, 2025	Decision MakingDiagnostic	—Unverified	0
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval	Mar 18, 2025	Information RetrievalKnowledge Graphs	—Unverified	0
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG	Mar 17, 2025	Information RetrievalQuestion Answering	CodeCode Available	0
Agent-Enhanced Large Language Models for Researching Political Institutions	Mar 14, 2025	Document SummarizationInformation Retrieval	CodeCode Available	0
Annotating Scientific Uncertainty: A comprehensive model using linguistic patterns and comparison with existing approaches	Mar 14, 2025	Information RetrievalSentence	—Unverified	0
LLM-Driven Usefulness Labeling for IR Evaluation	Mar 12, 2025	Information Retrieval	—Unverified	0
Everything Can Be Described in Words: A Simple Unified Multi-Modal Framework with Semantic and Temporal Alignment	Mar 12, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning	Mar 11, 2025	Information RetrievalRAG	—Unverified	0
LongEval at CLEF 2025: Longitudinal Evaluation of IR Model Performance	Mar 11, 2025	Information RetrievalRetrieval	—Unverified	0

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified