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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 361–370 of 4740 papers

Title	Date	Tasks	Status	Hype
Fast k-NN Graph Construction by GPU based NN-Descent	Oct 30, 2021	CPUGPU	CodeCode Available	1
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction	Oct 13, 2021	Contrastive LearningDocument Embedding	CodeCode Available	1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval	Oct 12, 2021	ClusteringConstrained Clustering	CodeCode Available	1
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval	Sep 21, 2021	Information RetrievalRetrieval	CodeCode Available	1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability	Sep 11, 2021	Decision MakingInformation Retrieval	CodeCode Available	1
You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event Detection	Sep 1, 2021	ArticlesClassification	CodeCode Available	1
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset	Aug 31, 2021	Information RetrievalMachine Translation	CodeCode Available	1
Dealing with Typos for BERT-based Passage Retrieval and Ranking	Aug 27, 2021	Information RetrievalLanguage Modeling	CodeCode Available	1
A Statutory Article Retrieval Dataset in French	Aug 26, 2021	ArticlesInformation Retrieval	CodeCode Available	1
Learning Sparse Analytic Filters for Piano Transcription	Aug 23, 2021	Information RetrievalMusic Information Retrieval	CodeCode Available	1

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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