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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 3741–3750 of 4740 papers

Title	Date	Tasks	Status	Hype
Fast Kronecker product kernel methods via generalized vec trick	Jan 7, 2016	Collaborative FilteringInformation Retrieval	—Unverified	0
A picture is worth a thousand words: Using OpenClipArt library for enriching IndoWordNet	Jan 1, 2016	Information RetrievalMachine Translation	—Unverified	0
Mapping it differently: A solution to the linking challenges	Jan 1, 2016	Information RetrievalMachine Translation	—Unverified	0
A Bayesian Model of Diachronic Meaning Change	Jan 1, 2016	Change DetectionGeneral Classification	—Unverified	0
Comparing Apples to Apple: The Effects of Stemmers on Topic Models	Jan 1, 2016	Information RetrievalSemantic Textual Similarity	—Unverified	0
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations	Jan 1, 2016	ClusteringInformation Retrieval	CodeCode Available	0
A Joint Model for Answer Sentence Ranking and Answer Extraction	Jan 1, 2016	Information RetrievalQuestion Answering	—Unverified	0
Evaluation-as-a-Service: Overview and Outlook	Dec 23, 2015	Information RetrievalRetrieval	—Unverified	0
Bibliometric-Enhanced Information Retrieval: 3rd International BIR Workshop	Dec 18, 2015	Information RetrievalRetrieval	—Unverified	0
Semantic Arabic Information Retrieval Framework	Dec 10, 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