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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 3761–3770 of 4740 papers

Title	Date	Tasks	Status	Hype
Graph-Based Word Alignment for Clinical Language Evaluation	Dec 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Activity Auto-Completion: Predicting Human Activities From Partial Videos	Dec 1, 2015	Activity PredictionInformation Retrieval	—Unverified	0
OntoSeg: a Novel Approach to Text Segmentation using Ontological Similarity	Nov 26, 2015	ClusteringInformation Retrieval	—Unverified	0
Hierarchical classification of e-commerce related social media	Nov 26, 2015	ClassificationGeneral Classification	—Unverified	0
A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations	Nov 26, 2015	Information RetrievalQuestion Answering	CodeCode Available	0
Predicting Relevance based on Assessor Disagreement: Analysis and Practical Applications for Search Evaluation	Nov 23, 2015	Information RetrievalRetrieval	—Unverified	0
An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views	Nov 19, 2015	Information RetrievalRetrieval	—Unverified	0
Fast Metric Learning For Deep Neural Networks	Nov 19, 2015	General ClassificationInformation Retrieval	—Unverified	0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural Networks	Nov 17, 2015	Feature EngineeringInformation Retrieval	CodeCode Available	0
Efficient AUC Optimization for Information Ranking Applications	Nov 16, 2015	Information Retrievalregression	—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