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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 151–160 of 4740 papers

Title	Date	Tasks	Status	Hype
EEG2Mel: Reconstructing Sound from Brain Responses to Music	Jul 28, 2022	EEGElectroencephalogram (EEG)	CodeCode Available	1
Exploring Dual Encoder Architectures for Question Answering	Apr 14, 2022	Information RetrievalQuestion Answering	CodeCode Available	1
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering	Oct 16, 2020	Information RetrievalManagement	CodeCode Available	1
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies	Mar 11, 2022	Anomaly DetectionInformation Retrieval	CodeCode Available	1
Deep metric learning using Triplet network	Dec 20, 2014	General ClassificationInformation Retrieval	CodeCode Available	1
Active Learning from the Web	Oct 15, 2022	Active LearningInformation Retrieval	CodeCode Available	1
Decomposed Prompting: A Modular Approach for Solving Complex Tasks	Oct 5, 2022	Information RetrievalRetrieval	CodeCode Available	1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths	Mar 19, 2023	Dynamic Time WarpingInformation Retrieval	CodeCode Available	1
DebateSum: A large-scale argument mining and summarization dataset	Nov 14, 2020	Abstractive Text SummarizationArgument Mining	CodeCode Available	1
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs	May 16, 2025	Information RetrievalKnowledge Graphs	CodeCode Available	1

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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