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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 2761–2770 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Retrieval Term Prediction Using Deep Belief Networks	Dec 1, 2014	Information RetrievalPrediction	—Unverified	0	0
Retrieval Term Prediction Using Deep Learning Methods	Oct 1, 2016	ChunkingDeep Learning	—Unverified	0	0
Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension	Aug 31, 2018	Information RetrievalMulti-Task Learning	—Unverified	0	0
Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs	Nov 1, 2018	Entity LinkingInformation Retrieval	—Unverified	0	0
RetrieveGPT: Merging Prompts and Mathematical Models for Enhanced Code-Mixed Information Retrieval	Nov 7, 2024	Information RetrievalRetrieval	—Unverified	0	0
Retrieving and ranking short medical questions with two stages neural matching model	Nov 16, 2020	Information RetrievalRetrieval	—Unverified	0	0
Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval	May 1, 2023	Argument RetrievalInformation Retrieval	—Unverified	0	0
Retrieving Occurrences of Grammatical Constructions	Dec 1, 2016	Information RetrievalRetrieval	—Unverified	0	0
Revamp: Enhancing Accessible Information Seeking Experience of Online Shopping for Blind or Low Vision Users	Feb 1, 2021	DescriptiveInformation Retrieval	—Unverified	0	0
Review Based Rating Prediction	Jun 30, 2016	Information RetrievalMarketing	—Unverified	0	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