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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 4471–4480 of 4740 papers

Title	Date	Tasks	Status	Hype
Exploring Topic Coherence over Many Models and Many Topics	Jul 1, 2012	Document ClassificationInformation Retrieval	CodeCode Available	0
An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation	Dec 24, 2021	Combinatorial OptimizationDeep Reinforcement Learning	CodeCode Available	0
A Hierarchical Deep Learning Approach for Minority Instrument Detection	Jun 26, 2025	Deep LearningDiversity	CodeCode Available	0
Exploring the Potential for Large Language Models to Demonstrate Rational Probabilistic Beliefs	Apr 18, 2025	Information RetrievalUncertainty Quantification	CodeCode Available	0
Neural Arabic Question Answering	Jun 12, 2019	ArticlesInformation Retrieval	CodeCode Available	0
Language Agnostic Multilingual Information Retrieval with Contrastive Learning	Oct 12, 2022	Contrastive LearningCross-Lingual Transfer	CodeCode Available	0
Answering Complex Open-domain Questions Through Iterative Query Generation	Oct 15, 2019	Information RetrievalQuestion Answering	CodeCode Available	0
Language Fairness in Multilingual Information Retrieval	May 2, 2024	FairnessInformation Retrieval	CodeCode Available	0
Towards Reliable Testing for Multiple Information Retrieval System Comparisons	Jan 7, 2025	Information RetrievalRetrieval	CodeCode Available	0
Deep Learning-Based Automatic Downbeat Tracking: A Brief Review	Jun 10, 2019	Deep LearningDownbeat Tracking	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