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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 3041–3050 of 4740 papers

Title	Date	Tasks	Status	Hype
Comparative Analysis of Neural QA models on SQuAD	Jun 18, 2018	Information RetrievalQuestion Answering	—Unverified	0
Convergence of Learning Dynamics in Information Retrieval Games	Jun 14, 2018	Information RetrievalRetrieval	—Unverified	0
Explainable Agreement through Simulation for Tasks with Subjective Labels	Jun 13, 2018	Information RetrievalRetrieval	—Unverified	0
Towards Theoretical Understanding of Weak Supervision for Information Retrieval	Jun 13, 2018	Information RetrievalLearning-To-Rank	—Unverified	0
Named Entity Recognition with Extremely Limited Data	Jun 12, 2018	Information Retrievalnamed-entity-recognition	CodeCode Available	0
Information Retrieval in African Languages	Jun 12, 2018	Information RetrievalPosition	—Unverified	0
Distributed Evaluations: Ending Neural Point Metrics	Jun 11, 2018	Information RetrievalRetrieval	—Unverified	0
Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances	Jun 10, 2018	Information RetrievalRetrieval	—Unverified	0
Learning to Search in Long Documents Using Document Structure	Jun 9, 2018	Information RetrievalQuestion Answering	CodeCode Available	0
Measuring Conversational Productivity in Child Forensic Interviews	Jun 8, 2018	Decision MakingInformation Retrieval	—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