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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 721–730 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Automatic Signboard Detection and Localization in Densely Populated Developing Cities	Mar 4, 2020	Information RetrievalNovel Object Detection	CodeCode Available	0	5
Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs	Jul 5, 2025	Graph Neural NetworkInformation Retrieval	CodeCode Available	0	5
Explaining Deep Convolutional Neural Networks on Music Classification	Jul 8, 2016	Chord RecognitionClassification	CodeCode Available	0	5
Exploring the Potential for Large Language Models to Demonstrate Rational Probabilistic Beliefs	Apr 18, 2025	Information RetrievalUncertainty Quantification	CodeCode Available	0	5
ExcluIR: Exclusionary Neural Information Retrieval	Apr 26, 2024	Information RetrievalRetrieval	CodeCode Available	0	5
Benchmark for Complex Answer Retrieval	May 13, 2017	Information RetrievalRetrieval	CodeCode Available	0	5
An empirical study on the names of points of interest and their changes with geographic distance	Jun 21, 2018	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	CodeCode Available	0	5
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion	Jun 5, 2025	Information RetrievalLanguage Modeling	CodeCode Available	0	5
Event-enhanced Retrieval in Real-time Search	Apr 9, 2024	Contrastive LearningDecoder	CodeCode Available	0	5
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms	Dec 22, 2023	Information RetrievalRetrieval	CodeCode Available	0	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