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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 1971–1980 of 4740 papers

Title	Date	Tasks	Status	Hype
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer	Sep 16, 2021	ChatbotInformation Retrieval	—Unverified	0
Co-Embedding: Discovering Communities on Bipartite Graphs through Projection	Sep 15, 2021	Information RetrievalRecommendation Systems	—Unverified	0
Statistical Inference: The Missing Piece of RecSys Experiment Reliability Discourse	Sep 14, 2021	Information RetrievalRecommendation Systems	—Unverified	0
YES SIR!Optimizing Semantic Space of Negatives with Self-Involvement Ranker	Sep 14, 2021	Document RankingInformation Retrieval	—Unverified	0
A system for information extraction from scientific texts in Russian	Sep 14, 2021	Information RetrievalRecommendation Systems	—Unverified	0
BERT for Target Apps Selection: Analyzing the Diversity and Performance of BERT in Unified Mobile Search	Sep 13, 2021	DiversityInformation Retrieval	—Unverified	0
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability	Sep 11, 2021	Decision MakingInformation Retrieval	CodeCode Available	1
Refocusing on Relevance: Personalization in NLG	Sep 10, 2021	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval	Sep 7, 2021	Cross-Lingual Information RetrievalDocument Ranking	—Unverified	0
Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus	Sep 1, 2021	Community Question AnsweringInformation Retrieval	—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