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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 451–460 of 4740 papers

Title	Date	Tasks	Status	Hype
Semantic Information Recovery in Wireless Networks	Apr 28, 2022	Image ClassificationInformation Retrieval	CodeCode Available	1
GPU Semiring Primitives for Sparse Neighborhood Methods	Apr 13, 2021	BIG-bench Machine LearningGPU	CodeCode Available	1
Audio Embeddings as Teachers for Music Classification	Jun 30, 2023	ClassificationInformation Retrieval	CodeCode Available	1
Sequence-to-Sequence Piano Transcription with Transformers	Jul 19, 2021	DecoderInformation Retrieval	CodeCode Available	1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism	Oct 25, 2023	Information RetrievalRetrieval	CodeCode Available	1
Simplified Data Wrangling with ir_datasets	Mar 3, 2021	Information RetrievalRetrieval	CodeCode Available	1
audioLIME: Listenable Explanations Using Source Separation	Aug 2, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	1
SmoothI: Smooth Rank Indicators for Differentiable IR Metrics	May 3, 2021	Information RetrievalLearning-To-Rank	CodeCode Available	1
SpeechPrune: Context-aware Token Pruning for Speech Information Retrieval	Dec 16, 2024	FormInformation Retrieval	CodeCode Available	1
A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers	May 17, 2024	Information RetrievalSurvey	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