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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 1871–1880 of 4740 papers

Title	Date	Tasks	Status	Hype
An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation	Dec 24, 2021	Combinatorial OptimizationDeep Reinforcement Learning	CodeCode Available	0
TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language	Dec 23, 2021	BenchmarkingClustering	CodeCode Available	0
Multimodal Entity Tagging with Multimodal Knowledge Base	Dec 21, 2021	Information RetrievalRetrieval	CodeCode Available	0
Rank4Class: A Ranking Formulation for Multiclass Classification	Dec 17, 2021	Classificationimage-classification	—Unverified	0
Product Information Browsing Support System Using Analytic Hierarchy Process	Dec 17, 2021	Decision MakingInformation Retrieval	—Unverified	0
Challenge Dataset of Cognates and False Friend Pairs from Indian Languages	Dec 17, 2021	Information RetrievalMachine Translation	CodeCode Available	0
Unsupervised Dense Information Retrieval with Contrastive Learning	Dec 16, 2021	Contrastive LearningCross-Lingual Transfer	CodeCode Available	1
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages	Dec 16, 2021	Cross-Lingual Information RetrievalCross-Lingual Word Embeddings	CodeCode Available	0
Selecting the suitable resampling strategy for imbalanced data classification regarding dataset properties	Dec 15, 2021	Information RetrievalRetrieval	—Unverified	0
Cognition-aware Cognate Detection	Dec 15, 2021	Cross-Lingual Information RetrievalInformation 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