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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 3341–3350 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Unary and Binary Classification Approaches and their Implications for Authorship Verification	Dec 31, 2018	Authorship VerificationBinary Classification	—Unverified	0	0
Unbiased evaluation of ranking metrics reveals consistent performance in science and technology citation data	Jan 15, 2020	Information RetrievalRetrieval	—Unverified	0	0
Uncertainty Detection in Hungarian Texts	Aug 1, 2014	Information Retrieval	—Unverified	0	0
Uncertainty in Neural Network Word Embedding: Exploration of Threshold for Similarity	Jun 20, 2016	Information RetrievalRetrieval	—Unverified	0	0
Uncovering Distributional Differences between Synonyms and Antonyms in a Word Space Model	Oct 1, 2013	Information RetrievalMachine Translation	—Unverified	0	0
Understanding and Predicting Characteristics of Test Collections in Information Retrieval	Dec 24, 2020	Information RetrievalRetrieval	—Unverified	0	0
Understanding BERT Rankers Under Distillation	Jul 21, 2020	Information RetrievalRetrieval	—Unverified	0	0
Understanding, Categorizing and Predicting Semantic Image-Text Relations	Jun 20, 2019	Image CaptioningInformation Retrieval	—Unverified	0	0
Understanding Mobile Search Task Relevance and User Behaviour in Context	Jan 13, 2019	Information RetrievalRetrieval	—Unverified	0	0
Understanding news story chains using information retrieval and network clustering techniques	Jan 24, 2018	ArticlesClustering	—Unverified	0	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