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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 3151–3160 of 4740 papers

Title	Date	Tasks	Status	Hype
Bernoulli Embeddings for Graphs	Mar 25, 2018	Information RetrievalQuantization	—Unverified	0
Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval	Mar 23, 2018	Active LearningInformation Retrieval	—Unverified	0
Studio Ousia's Quiz Bowl Question Answering System	Mar 23, 2018	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
Tell Me Why Is It So? Explaining Knowledge Graph Relationships by Finding Descriptive Support Passages	Mar 17, 2018	Decision MakingDescriptive	—Unverified	0
Feature Selection and Model Comparison on Microsoft Learning-to-Rank Data Sets	Mar 14, 2018	feature selectionInformation Retrieval	—Unverified	0
Geodabs: Trajectory Indexing Meets Fingerprinting at Scale	Mar 12, 2018	Copy DetectionInformation Retrieval	—Unverified	0
Gradient Augmented Information Retrieval with Autoencoders and Semantic Hashing	Mar 12, 2018	Information RetrievalRetrieval	—Unverified	0
Authorship verification in the absence of explicit features and thresholds	Mar 1, 2018	ArticlesAuthorship Verification	CodeCode Available	0
Network-Clustered Multi-Modal Bug Localization	Feb 27, 2018	ClusteringInformation Retrieval	—Unverified	0
A Fast Deep Learning Model for Textual Relevance in Biomedical Information Retrieval	Feb 26, 2018	Biomedical Information RetrievalDeep Learning	—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