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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 3121–3130 of 4740 papers

Title	Date	Tasks	Status	Hype
Learning Rank Functionals: An Empirical Study	Jul 23, 2014	Information RetrievalLearning-To-Rank	—Unverified	0
Learning Representations and Agents for Information Retrieval	Aug 16, 2019	Information RetrievalMachine Translation	—Unverified	0
Learning Representations by Contrasting Clusters While Bootstrapping Instances	Jan 1, 2021	ClusteringContrastive Learning	—Unverified	0
Learning Representations of Entities and Relations	Jan 31, 2022	Fact CheckingInformation Retrieval	—Unverified	0
Learning Semantic Hierarchies via Word Embeddings	Jun 1, 2014	Information RetrievalWord Embeddings	—Unverified	0
Learning Semantic Similarity for Very Short Texts	Dec 2, 2015	Information RetrievalRetrieval	—Unverified	0
Learning Semantics with Deep Belief Network for Cross-Language Information Retrieval	Dec 1, 2012	Information RetrievalRetrieval	—Unverified	0
Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources	Aug 1, 2014	Chinese Named Entity RecognitionInformation Retrieval	—Unverified	0
Learning Sentence Representations over Tree Structures for Target-Dependent Classification	Jun 1, 2018	ClassificationDecoder	—Unverified	0
Learning Structures of Negations from Flat Annotations	Jun 1, 2015	Information RetrievalNegation Detection	—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