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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 2201–2210 of 4740 papers

Title	Date	Tasks	Status	Hype
Dive into Decision Trees and Forests: A Theoretical Demonstration	Jan 20, 2021	Information RetrievalRecommendation Systems	CodeCode Available	1
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series	Jan 19, 2021	Information RetrievalRetrieval	—Unverified	0
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITS	Jan 18, 2021	Information Retrievalmodel	CodeCode Available	0
Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification	Jan 18, 2021	Community Question AnsweringInformation Retrieval	—Unverified	0
Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching	Jan 16, 2021	Community Question AnsweringForm	CodeCode Available	1
Recent Advances in Video Question Answering: A Review of Datasets and Methods	Jan 15, 2021	Information RetrievalMachine Translation	—Unverified	0
Joint Dimensionality Reduction for Separable Embedding Estimation	Jan 14, 2021	Dimensionality Reductionfeature selection	—Unverified	0
C^3DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era	Jan 13, 2021	Information RetrievalPrivacy Preserving	—Unverified	0
Quantum Mathematics in Artificial Intelligence	Jan 12, 2021	Information RetrievalNegation	—Unverified	0
Deep Learning applications for COVID-19	Jan 11, 2021	Deep LearningEpidemiology	—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