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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 4726–4740 of 4740 papers

Title	Date	Tasks	Status	Hype
A bagging SVM to learn from positive and unlabeled examples	Oct 5, 2010	Binary ClassificationInformation Retrieval	CodeCode Available	0
Ranking relations using analogies in biological and information networks	Dec 28, 2009	Information RetrievalRelational Reasoning	—Unverified	0
Efficient Bregman Range Search	Dec 1, 2009	Density EstimationInformation Retrieval	—Unverified	0
Modeling Social Annotation Data with Content Relevance using a Topic Model	Dec 1, 2009	General ClassificationInformation Retrieval	—Unverified	0
Statistical Consistency of Top-k Ranking	Dec 1, 2009	Information RetrievalRetrieval	—Unverified	0
Learning to Rank by Optimizing NDCG Measure	Dec 1, 2009	Information RetrievalLearning-To-Rank	—Unverified	0
Structured ranking learning using cumulative distribution networks	Dec 1, 2008	Information RetrievalLearning-To-Rank	—Unverified	0
Empirical performance maximization for linear rank statistics	Dec 1, 2008	Anomaly DetectionInformation Retrieval	—Unverified	0
Global Ranking Using Continuous Conditional Random Fields	Dec 1, 2008	Information RetrievalLearning-To-Rank	—Unverified	0
The Anatomy of Mitos Web Search Engine	Mar 14, 2008	AnatomyClustering	CodeCode Available	0
On quantum statistics in data analysis	Feb 10, 2008	Collaborative FilteringInformation Retrieval	—Unverified	0
Empirical Evaluation of Four Tensor Decomposition Algorithms	Nov 13, 2007	Collaborative FilteringInformation Retrieval	CodeCode Available	0
ENST-Drums: an extensive audio-visual database for drum signals processing	Oct 8, 2006	Audio Signal ProcessingInformation Retrieval	—Unverified	0
Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL	Dec 11, 2002	Information RetrievalRetrieval	—Unverified	0
A Sequential Algorithm for Training Text Classifiers	Jul 24, 1994	Information RetrievalRetrieval	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