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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 4131–4140 of 4740 papers

Title	Date	Tasks	Status	Hype
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based Models	Aug 11, 2023	Binary text classificationFeature Engineering	CodeCode Available	0
Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval	May 28, 2021	BIG-bench Machine LearningEdge-computing	CodeCode Available	0
Identifying Emergent Research Trends by Key Authors and Phrases	Aug 1, 2018	ArticlesInformation Retrieval	CodeCode Available	0
Effective Clustering on Large Attributed Bipartite Graphs	May 20, 2024	AttributeClustering	CodeCode Available	0
Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data Science	Dec 16, 2019	BIG-bench Machine LearningEntity Extraction using GAN	CodeCode Available	0
edge2vec: Representation learning using edge semantics for biomedical knowledge discovery	Sep 7, 2018	Biomedical Information RetrievalInformation Retrieval	CodeCode Available	0
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean	Feb 4, 2022	Information RetrievalMachine Translation	CodeCode Available	0
Retrieval Augmented Generation based Large Language Models for Causality Mining	May 29, 2025	graph constructionInformation Retrieval	CodeCode Available	0
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval	Apr 20, 2021	Information RetrievalLanguage Modeling	CodeCode Available	0
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data	May 9, 2023	Cross-Lingual Word EmbeddingsInformation Retrieval	CodeCode Available	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