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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 2141–2150 of 4740 papers

Title	Date	Tasks	Status	Hype
NaturalProofs: Mathematical Theorem Proving in Natural Language	Mar 24, 2021	Automated Theorem ProvingDomain Generalization	CodeCode Available	1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by Example	Mar 24, 2021	ArticlesInformation Retrieval	CodeCode Available	1
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures	Mar 23, 2021	Information RetrievalKnowledge Distillation	—Unverified	0
Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness	Mar 23, 2021	Information RetrievalKeyphrase Generation	—Unverified	0
A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics	Mar 23, 2021	Information RetrievalMusic Information Retrieval	—Unverified	0
Dynamic Model for Query-Document Expansion towards Improving Retrieval Relevance	Mar 18, 2021	Information RetrievalRetrieval	—Unverified	0
The impact of using biased performance metrics on software defect prediction research	Mar 18, 2021	Information RetrievalRetrieval	—Unverified	0
IRLI: Iterative Re-partitioning for Learning to Index	Mar 17, 2021	GPUInformation Retrieval	—Unverified	0
TripClick: The Log Files of a Large Health Web Search Engine	Mar 14, 2021	Information RetrievalRetrieval	CodeCode Available	0
Usability Evaluation for Online Professional Search in the Dutch Archaeology Domain	Mar 7, 2021	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