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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 1191–1200 of 4740 papers

Title	Date	Tasks	Status	Hype
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models	Sep 26, 2023	Information RetrievalReranking	CodeCode Available	2
When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs	Sep 25, 2023	Information Retrievaltext-classification	CodeCode Available	0
EMelodyGen: Emotion-Conditioned Melody Generation in ABC Notation with the Musical Feature Template	Sep 23, 2023	Data AugmentationEmotion Classification	CodeCode Available	1
Performance Conditioning for Diffusion-Based Multi-Instrument Music Synthesis	Sep 21, 2023	FADInformation Retrieval	—Unverified	0
Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval	Sep 21, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
SE-PEF: a Resource for Personalized Expert Finding	Sep 20, 2023	Information RetrievalRetrieval	CodeCode Available	0
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change	Sep 19, 2023	Generative Question AnsweringInformation Retrieval	—Unverified	0
Motif-Centric Representation Learning for Symbolic Music	Sep 19, 2023	Contrastive LearningDiversity	CodeCode Available	0
Selecting which Dense Retriever to use for Zero-Shot Search	Sep 18, 2023	Information RetrievalRetrieval	—Unverified	0
Bridging Dense and Sparse Maximum Inner Product Search	Sep 16, 2023	Dimensionality ReductionInformation Retrieval	—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