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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 3031–3040 of 4740 papers

Title	Date	Tasks	Status	Hype
Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach	Jun 21, 2018	ArticlesInformation Retrieval	—Unverified	0
An empirical study on the names of points of interest and their changes with geographic distance	Jun 21, 2018	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	CodeCode Available	0
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
Towards Theoretical Understanding of Weak Supervision for Information Retrieval	Jun 13, 2018	Information RetrievalLearning-To-Rank	—Unverified	0
Explainable Agreement through Simulation for Tasks with Subjective Labels	Jun 13, 2018	Information RetrievalRetrieval	—Unverified	0
Information Retrieval in African Languages	Jun 12, 2018	Information RetrievalPosition	—Unverified	0
Named Entity Recognition with Extremely Limited Data	Jun 12, 2018	Information Retrievalnamed-entity-recognition	CodeCode Available	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

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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