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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 2261–2270 of 4740 papers

Title	Date	Tasks	Status	Hype
Robust PDF Document Conversion Using Recurrent Neural Networks	Feb 18, 2021	ArticlesFeature Engineering	—Unverified	0
Information Ranking Using Optimum-Path Forest	Feb 16, 2021	BIG-bench Machine LearningImage Retrieval	—Unverified	0
DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals	Feb 11, 2021	Information RetrievalMusic Information Retrieval	—Unverified	0
Biomedical Question Answering: A Survey of Approaches and Challenges	Feb 10, 2021	Information RetrievalMachine Reading Comprehension	—Unverified	0
ELSKE: Efficient Large-Scale Keyphrase Extraction	Feb 10, 2021	Information RetrievalKeyphrase Extraction	CodeCode Available	0
TINKER: A framework for Open source Cyberthreat Intelligence	Feb 10, 2021	Information RetrievalIntrusion Detection	—Unverified	0
Applying the Affective Aware Pseudo Association Method to Enhance the Top-N Recommendations Distribution to Users in Group Emotion Recommender Systems	Feb 8, 2021	Decision MakingInformation Retrieval	—Unverified	0
User Engagement Prediction for Clarification in Search	Feb 8, 2021	Conversational SearchInformation Retrieval	CodeCode Available	0
Role of Attentive History Selection in Conversational Information Seeking	Feb 7, 2021	Conversational SearchInformation Retrieval	CodeCode Available	0
Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering	Feb 7, 2021	Information RetrievalMulti-hop Question Answering	—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