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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 3441–3450 of 4740 papers

Title	Date	Tasks	Status	Hype
Multiresolution Graph Attention Networks for Relevance Matching	Feb 27, 2019	Graph AttentionInformation Retrieval	—Unverified	0
Multi-Server Private Linear Computation with Joint and Individual Privacy Guarantees	Aug 20, 2021	Information RetrievalRetrieval	—Unverified	0
Multi-source Multi-view Transfer Learning in Neural Topic Modeling with Pretrained Topic and Word Embeddings	Sep 25, 2019	Information RetrievalRetrieval	—Unverified	0
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems	Oct 28, 2021	Conversational SearchInformation Retrieval	—Unverified	0
Multi-stage Information Retrieval for Vietnamese Legal Texts	Sep 29, 2022	Information RetrievalRetrieval	—Unverified	0
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering	Sep 17, 2019	Information RetrievalMulti-hop Question Answering	—Unverified	0
Multitask Learning based Deep Learning Model for Music Artist and Language Recognition	Dec 1, 2021	Information RetrievalMusic Information Retrieval	—Unverified	0
Multitask learning for instrument activation aware music source separation	Aug 3, 2020	Information RetrievalMusic Information Retrieval	—Unverified	0
MultiUN v2: UN Documents with Multilingual Alignments	May 1, 2012	Information RetrievalMachine Translation	—Unverified	0
Multivariate Gaussian Topic Modelling: A novel approach to discover topics with greater semantic coherence	Mar 19, 2025	Information RetrievalTopic Models	—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