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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 621–630 of 4740 papers

Title	Date	Tasks	Status	Hype
Apples to Oranges: Evaluating Image Annotations from Natural Language Processing Systems	Jun 1, 2012	Image RetrievalInformation Retrieval	—Unverified	0
A Joint Segmentation and Classification Framework for Sentiment Analysis	Oct 1, 2014	ClassificationGeneral Classification	—Unverified	0
A Possibilistic Approach for Automatic Word Sense Disambiguation	Sep 1, 2012	Information RetrievalOptical Character Recognition (OCR)	—Unverified	0
A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification	Nov 1, 2016	General ClassificationInformation Retrieval	—Unverified	0
A Joint Model for Unsupervised Chinese Word Segmentation	Oct 1, 2014	Chinese Word SegmentationInformation Retrieval	—Unverified	0
Active Learning of Ordinal Embeddings: A User Study on Football Data	Jul 26, 2022	Active LearningInformation Retrieval	—Unverified	0
A plug-in approach to maximising precision at the top and recall at the top	Apr 9, 2018	Binary ClassificationClassification	—Unverified	0
A Pipeline Japanese Entity Linking System with Embedding Features	Oct 1, 2016	Coreference ResolutionEntity Linking	—Unverified	0
A Joint Model for Answer Sentence Ranking and Answer Extraction	Jan 1, 2016	Information RetrievalQuestion Answering	—Unverified	0
A Pilot Study of Readability Prediction with Reading Time	Aug 1, 2013	Document SummarizationInformation Retrieval	—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