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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 171–180 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking	Apr 4, 2025	Document RankingInformation Retrieval	CodeCode Available	1	5
Distilling Knowledge from Reader to Retriever for Question Answering	Dec 8, 2020	Information RetrievalKnowledge Distillation	CodeCode Available	1	5
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management	May 20, 2025	Decision MakingInformation Retrieval	CodeCode Available	1	5
Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder	May 6, 2022	Dimensionality ReductionInformation Retrieval	CodeCode Available	1	5
Discovering Mathematical Objects of Interest -- A Study of Mathematical Notations	Feb 7, 2020	Information RetrievalMath	CodeCode Available	1	5
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation	Mar 15, 2022	Data AugmentationInformation Retrieval	CodeCode Available	1	5
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism	Oct 25, 2023	Information RetrievalRetrieval	CodeCode Available	1	5
Dive into Decision Trees and Forests: A Theoretical Demonstration	Jan 20, 2021	Information RetrievalRecommendation Systems	CodeCode Available	1	5
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in Scala	Nov 23, 2016	Information RetrievalMachine Translation	CodeCode Available	1	5
Dynamic Modality Interaction Modeling for Image-Text Retrieval	Jul 11, 2021	cross-modal alignmentCross-Modal Retrieval	CodeCode Available	1	5

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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