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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 3921–3930 of 4740 papers

Title	Date	Tasks	Status	Hype
Adapting word2vec to Named Entity Recognition	May 1, 2015	Dependency ParsingInformation Retrieval	—Unverified	0
Supersense tagging for Danish	May 1, 2015	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0
Deep Learning and Continuous Representations for Natural Language Processing	May 1, 2015	Deep LearningInformation Retrieval	—Unverified	0
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms	May 1, 2015	Information RetrievalLEMMA	—Unverified	0
Social Media Predictive Analytics	May 1, 2015	Active LearningAttribute	—Unverified	0
Encoding World Knowledge in the Evaluation of Local Coherence	May 1, 2015	Document SummarizationInformation Retrieval	—Unverified	0
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach	May 1, 2015	Articlescoreference-resolution	—Unverified	0
Unsupervised Sparse Vector Densification for Short Text Similarity	May 1, 2015	Information RetrievalRetrieval	—Unverified	0
Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models	May 1, 2015	Information RetrievalQuestion Answering	—Unverified	0
Using Zero-Resource Spoken Term Discovery for Ranked Retrieval	May 1, 2015	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