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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 131–140 of 4740 papers

Title	Date	Tasks	Status	Hype
Replication and Exploration of Generative Retrieval over Dynamic Corpora	Apr 24, 2025	Information RetrievalRetrieval	—Unverified	0
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval	Apr 24, 2025	Information RetrievalRetrieval	—Unverified	0
FinBERT-QA: Financial Question Answering with pre-trained BERT Language Models	Apr 24, 2025	Answer SelectionInformation Retrieval	CodeCode Available	2
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents	Apr 22, 2025	BenchmarkingCross-Lingual Information Retrieval	—Unverified	0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction	Apr 22, 2025	ArticlesInformation Retrieval	—Unverified	0
The 1st EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval	Apr 21, 2025	Cross-Modal RetrievalInformation Retrieval	—Unverified	0
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey	Apr 21, 2025	Computational EfficiencyInformation Retrieval	CodeCode Available	2
Stitching Inner Product and Euclidean Metrics for Topology-aware Maximum Inner Product Search	Apr 21, 2025	Information Retrieval	—Unverified	0
Exploring _0 Sparsification for Inference-free Sparse Retrievers	Apr 21, 2025	Computational EfficiencyInformation Retrieval	CodeCode Available	1
LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval	Apr 19, 2025	Information RetrievalQuestion Answering	—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