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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 3781–3790 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances	Jul 31, 2020	Acoustic Scene ClassificationClassification	—Unverified	0	0
An Adaptive Hybrid Active Learning Strategy with Free Ratings in Collaborative Filtering	Mar 11, 2022	Active LearningCollaborative Filtering	—Unverified	0	0
An Adaptive Method for Organization Name Disambiguation with Feature Reinforcing	Nov 1, 2012	Information Retrieval	—Unverified	0	0
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning	Sep 30, 2014	Authorship AttributionInformation Retrieval	—Unverified	0	0
Tracing Content Requirements in Financial Documents using Multi-granularity Text Analysis	Oct 28, 2021	Information RetrievalRetrieval	—Unverified	0	0
An AI-based solution for the cold start and data sparsity problems in the recommendation systems	Dec 4, 2023	Information RetrievalRecommendation Systems	—Unverified	0	0
An Alternative Cross Entropy Loss for Learning-to-Rank	Nov 22, 2019	Information RetrievalLearning-To-Rank	—Unverified	0	0
Analysis and Detection of Singing Techniques in Repertoires of J-POP Solo Singers	Oct 31, 2022	DescriptiveInformation Retrieval	—Unverified	0	0
Analysis and representation of Igbo text document for a text-based system	Sep 5, 2020	Information RetrievalRetrieval	—Unverified	0	0
Analysis of Coreference Relations in the Biomedical Literature	Nov 1, 2014	Coreference ResolutionInformation Retrieval	—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