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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 1691–1700 of 4740 papers

Title	Date	Tasks	Status	Hype
English Language Spelling Correction as an Information Retrieval Task Using Wikipedia Search Statistics	Jun 1, 2022	Information RetrievalRetrieval	—Unverified	0
Leveraging a Bilingual Dictionary to Learn Wolastoqey Word Representations	Jun 1, 2022	Information RetrievalLearning Word Embeddings	—Unverified	0
The IARPA BETTER Program Abstract Task Four New Semantically Annotated Corpora from IARPA’s BETTER Program	Jun 1, 2022	Information RetrievalRetrieval	—Unverified	0
Optical character recognition quality affects perceived usefulness of historical newspaper clippings	Jun 1, 2022	ArticlesInformation Retrieval	—Unverified	0
Algorithmic Foundations of Empirical X-risk Minimization	Jun 1, 2022	Bilevel OptimizationInformation Retrieval	—Unverified	0
Negative Sampling for Contrastive Representation Learning: A Review	Jun 1, 2022	Graph LearningInformation Retrieval	—Unverified	0
COIN: Co-Cluster Infomax for Bipartite Graphs	May 31, 2022	Drug DiscoveryInformation Retrieval	—Unverified	0
Interactive Query Clarification and Refinement via User Simulation	May 31, 2022	Document RankingInformation Retrieval	—Unverified	0
Contextualization for the Organization of Text Documents Streams	May 30, 2022	Information RetrievalRetrieval	—Unverified	0
Learning Open Domain Multi-hop Search Using Reinforcement Learning	May 30, 2022	Information RetrievalReading Comprehension	—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