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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 51–60 of 4740 papers

Title	Date	Tasks	Status	Hype
The GigaMIDI Dataset with Features for Expressive Music Performance Detection	Feb 24, 2025	Information RetrievalMusic Information Retrieval	CodeCode Available	2
VUS: Effective and Efficient Accuracy Measures for Time-Series Anomaly Detection	Feb 18, 2025	Anomaly DetectionInformation Retrieval	CodeCode Available	2
GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?	Feb 7, 2025	8kInformation Retrieval	CodeCode Available	2
AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark	Dec 17, 2024	Information RetrievalRetrieval	CodeCode Available	2
LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant	Dec 2, 2024	Contrastive LearningInformation Retrieval	CodeCode Available	2
Lightning IR: Straightforward Fine-tuning and Inference of Transformer-based Language Models for Information Retrieval	Nov 7, 2024	Information RetrievalRe-Ranking	CodeCode Available	2
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning	Oct 28, 2024	Binary ClassificationContrastive Learning	CodeCode Available	2
CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models	Oct 17, 2024	Contrastive LearningDiversity	CodeCode Available	2
Differential Transformer	Oct 7, 2024	HallucinationIn-Context Learning	CodeCode Available	2
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval	Oct 6, 2024	Community DetectionInformation Retrieval	CodeCode Available	2

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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