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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 2661–2670 of 4740 papers

Title	Date	Tasks	Status	Hype
Lexical Learning as an Online Optimal Experiment: Building Efficient Search Engines through Human-Machine Collaboration	Oct 30, 2019	Information RetrievalRetrieval	—Unverified	0
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning	Oct 29, 2019	Information RetrievalRetrieval	CodeCode Available	0
Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base	Oct 28, 2019	Information RetrievalQuestion Answering	—Unverified	0
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models	Oct 25, 2019	Feature EngineeringInformation Retrieval	CodeCode Available	0
BanditRank: Learning to Rank Using Contextual Bandits	Oct 23, 2019	Information RetrievalLearning-To-Rank	—Unverified	0
Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking	Oct 21, 2019	Information RetrievalLearning-To-Rank	—Unverified	0
A Comparison of Semantic Similarity Methods for Maximum Human Interpretability	Oct 21, 2019	Information RetrievalRetrieval	—Unverified	0
Entity Summarization: State of the Art and Future Challenges	Oct 18, 2019	Combinatorial OptimizationInformation Retrieval	—Unverified	0
Indoor Information Retrieval using Lifelog Data	Oct 17, 2019	Information RetrievalNatural Language Queries	—Unverified	0
The Role of Coded Side Information in Single-Server Private Information Retrieval	Oct 16, 2019	Information RetrievalRetrieval	—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