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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 3371–3380 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling	Apr 7, 2025	Information RetrievalLanguage Modeling	—Unverified	0	0
Unlocking Insights: Semantic Search in Jupyter Notebooks	Feb 20, 2024	Information RetrievalRetrieval	—Unverified	0	0
Unlocking Legal Knowledge with Multi-Layered Embedding-Based Retrieval	Nov 12, 2024	ArticlesChunking	—Unverified	0	0
Unlocking the Potential of Large Language Models in the Nuclear Industry with Synthetic Data	Jun 10, 2025	Decision MakingInformation Retrieval	—Unverified	0	0
UnScientify: Detecting Scientific Uncertainty in Scholarly Full Text	Jul 26, 2023	Information RetrievalRetrieval	—Unverified	0	0
Unsupervised and Semi-Supervised Morphological Analysis for Information Retrieval in the Biomedical Domain	Dec 1, 2012	Information RetrievalMorphological Analysis	—Unverified	0	0
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval	Apr 24, 2025	Information RetrievalRetrieval	—Unverified	0	0
Unsupervised CRF for knowledge discovery (D\'ecouverte de connaissances dans les s\'equences par CRF non-supervis\'es) [in French]	Jun 1, 2013	Information Retrieval	—Unverified	0	0
Unsupervised dense retrieval with conterfactual contrastive learning	Dec 30, 2024	Contrastive Learningcounterfactual	—Unverified	0	0
Unsupervised Domain Adaption for Neural Information Retrieval	Oct 13, 2023	Domain AdaptationInformation Retrieval	—Unverified	0	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