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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 91–100 of 4740 papers

Title	Date	Tasks	Status	Hype
All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed Audio	Jul 31, 2023	AllDownbeat Tracking	CodeCode Available	2
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information Retrieval	Jul 10, 2023	GPUInformation Retrieval	CodeCode Available	2
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval	Jul 2, 2023	Biomedical Information RetrievalContrastive Learning	CodeCode Available	2
RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit	Jun 8, 2023	Answer GenerationFact Checking	CodeCode Available	2
WebCPM: Interactive Web Search for Chinese Long-form Question Answering	May 11, 2023	FormInformation Retrieval	CodeCode Available	2
Autonomous GIS: the next-generation AI-powered GIS	May 10, 2023	Code GenerationInformation Retrieval	CodeCode Available	2
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models	May 4, 2023	Information RetrievalOpen-Domain Question Answering	CodeCode Available	2
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents	Apr 19, 2023	Information RetrievalPassage Ranking	CodeCode Available	2
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers	Mar 1, 2023	Domain AdaptationInformation Retrieval	CodeCode Available	2
InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval	Jan 4, 2023	Information RetrievalRetrieval	CodeCode Available	2

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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