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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 3861–3870 of 4740 papers

Title	Date	Tasks	Status	Hype
Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment	Jul 1, 2015	Information RetrievalRetrieval	—Unverified	0
SOLAR: Scalable Online Learning Algorithms for Ranking	Jul 1, 2015	Collaborative FilteringInformation Retrieval	—Unverified	0
Content Models for Survey Generation: A Factoid-Based Evaluation	Jul 1, 2015	Dependency ParsingInformation Retrieval	—Unverified	0
A Computationally Efficient Algorithm for Learning Topical Collocation Models	Jul 1, 2015	Document ClassificationInformation Retrieval	—Unverified	0
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment	Jul 1, 2015	Coreference ResolutionDocument Classification	—Unverified	0
Building a Scientific Concept Hierarchy Database (SCHBase)	Jul 1, 2015	Information Retrieval	—Unverified	0
Trans-dimensional Random Fields for Language Modeling	Jul 1, 2015	Information RetrievalLanguage Modeling	—Unverified	0
Knowledge Portability with Semantic Expansion of Ontology Labels	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Leveraging Linguistic Structure For Open Domain Information Extraction	Jul 1, 2015	Information RetrievalOpen Information Extraction	—Unverified	0
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations	Jul 1, 2015	Information RetrievalNamed Entity Recognition (NER)	—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