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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 3491–3500 of 4740 papers

Title	Date	Tasks	Status	Hype
Neural Caption Generation for News Images	May 1, 2018	Caption GenerationImage Captioning	—Unverified	0
Neural Clinical Paraphrase Generation with Attention	Dec 1, 2016	Document SummarizationInformation Retrieval	—Unverified	0
Neural context embeddings for automatic discovery of word senses	Jun 1, 2015	Information RetrievalReading Comprehension	—Unverified	0
Neural Corrective Machine Unranking	Nov 13, 2024	Information RetrievalMachine Unlearning	—Unverified	0
Neural document expansion for ad-hoc information retrieval	Dec 27, 2020	Ad-Hoc Information RetrievalInformation Retrieval	—Unverified	0
Neural Feature Selection for Learning to Rank	Feb 22, 2021	feature selectionInformation Retrieval	—Unverified	0
Neural Information Retrieval: A Literature Review	Nov 18, 2016	Information RetrievalRetrieval	—Unverified	0
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation	Jul 17, 2017	Information RetrievalRepresentation Learning	—Unverified	0
Neural Memory Decoding with EEG Data and Representation Learning	Jul 25, 2023	EEGInformation Retrieval	—Unverified	0
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval	Dec 21, 2020	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