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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 811–820 of 4740 papers

Title	Date	Tasks	Status	Hype
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation	May 16, 2024	Bias DetectionDiversity	CodeCode Available	1
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues	May 15, 2024	Information RetrievalQuestion Answering	—Unverified	0
Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy	May 15, 2024	Information RetrievalRetrieval	—Unverified	0
Modeling User Preferences via Brain-Computer Interfacing	May 15, 2024	Information Retrieval	—Unverified	0
Error-margin Analysis for Hidden Neuron Activation Labels	May 14, 2024	Information RetrievalRetrieval	CodeCode Available	0
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels	May 13, 2024	Information RetrievalRetrieval	CodeCode Available	3
LGDE: Local Graph-based Dictionary Expansion	May 13, 2024	Community DetectionInformation Retrieval	CodeCode Available	0
Evaluation of Retrieval-Augmented Generation: A Survey	May 13, 2024	Information RetrievalRAG	CodeCode Available	2
Synthetic Test Collections for Retrieval Evaluation	May 13, 2024	Information RetrievalRetrieval	CodeCode Available	1
Identifying Key Terms in Prompts for Relevance Evaluation with GPT Models	May 11, 2024	Information 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