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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 4271–4280 of 4740 papers

Title	Date	Tasks	Status	Hype
Probabilistic Search for Structured Data via Probabilistic Programming and Nonparametric Bayes	Apr 4, 2017	Information RetrievalProbabilistic Programming	CodeCode Available	0
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles	Nov 22, 2019	Cross-Modal Information RetrievalInformation Retrieval	CodeCode Available	0
A Toolkit for Efficient Learning of Lexical Units for Speech Recognition	May 1, 2014	Information RetrievalLanguage Modeling	CodeCode Available	0
Disentangling and Integrating Relational and Sensory Information in Transformer Architectures	May 26, 2024	Information RetrievalLanguage Modeling	CodeCode Available	0
Disentanglement by Cyclic Reconstruction	Dec 24, 2021	DisentanglementDomain Adaptation	CodeCode Available	0
Bi-Directional Lattice Recurrent Neural Networks for Confidence Estimation	Oct 30, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Discriminative Information Retrieval for Question Answering Sentence Selection	Apr 1, 2017	Information RetrievalPassage Retrieval	CodeCode Available	0
TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language	Dec 23, 2021	BenchmarkingClustering	CodeCode Available	0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval	May 24, 2023	Document RankingInformation Retrieval	CodeCode Available	0
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval	May 29, 2025	Information RetrievalRetrieval	CodeCode Available	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