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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 1371–1380 of 4740 papers

Title	Date	Tasks	Status	Hype
Determining the most frequent senses using Russian linguistic ontology RuThes	May 1, 2015	Information Retrieval	—Unverified	0
Deterministic Word Segmentation Using Maximum Matching with Fully Lexicalized Rules	Apr 1, 2014	Information RetrievalMorphological Analysis	—Unverified	0
Developing a Dataset for Evaluating Approaches for Document Expansion with Images	May 1, 2016	Information RetrievalRetrieval	—Unverified	0
Developing an efficient corpus using Ensemble Data cleaning approach	Jun 2, 2024	Information Retrieval	—Unverified	0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines	Jun 1, 2018	AttributeDependency Parsing	—Unverified	0
Developing Parallel Sense-tagged Corpora with Wordnets	Aug 1, 2013	Information RetrievalMachine Translation	—Unverified	0
Cross-topic Argument Mining from Heterogeneous Sources	Oct 1, 2018	Argument MiningDecision Making	—Unverified	0
Attentive Representation Learning with Adversarial Training for Short Text Clustering	Dec 8, 2019	ClusteringInformation Retrieval	—Unverified	0
Development of a Thermodynamics of Human Cognition and Human Culture	Dec 24, 2022	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	—Unverified	0
Analyzing Patient Records to Establish If and When a Patient Suffered from a Medical Condition	Jun 1, 2012	Information RetrievalQuestion Answering	—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