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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 301–310 of 4740 papers

Title	Date	Tasks	Status	Hype
Active Learning from the Web	Oct 15, 2022	Active LearningInformation Retrieval	CodeCode Available	1
Decomposed Prompting: A Modular Approach for Solving Complex Tasks	Oct 5, 2022	Information RetrievalRetrieval	CodeCode Available	1
Mr. Right: Multimodal Retrieval on Representation of ImaGe witH Text	Sep 28, 2022	Image CaptioningImage Retrieval	CodeCode Available	1
The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative Modeling	Sep 28, 2022	Information RetrievalMulti-instrument Music Transcription	CodeCode Available	1
Learning Hierarchical Metrical Structure Beyond Measures	Sep 21, 2022	Information RetrievalMusic Information Retrieval	CodeCode Available	1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval	Sep 5, 2022	Cross-lingual Fact-checkingCross-Lingual Information Retrieval	CodeCode Available	1
Contrastive Audio-Language Learning for Music	Aug 25, 2022	Audio to Text RetrievalDescriptive	CodeCode Available	1
EEG2Mel: Reconstructing Sound from Brain Responses to Music	Jul 28, 2022	EEGElectroencephalogram (EEG)	CodeCode Available	1
RealTime QA: What's the Answer Right Now?	Jul 27, 2022	Information RetrievalQuestion Answering	CodeCode Available	1
MM-ALT: A Multimodal Automatic Lyric Transcription System	Jul 13, 2022	Action DetectionActivity Detection	CodeCode Available	1

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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