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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 811–820 of 4740 papers

Title	Date	Tasks	Status	Hype
On the Robustness of Generative Information Retrieval Models	Dec 25, 2024	Information RetrievalRetrieval	CodeCode Available	0
Annotating References to Mythological Entities in French Literature	Dec 24, 2024	Information Retrieval	—Unverified	0
Efficient Long Context Language Model Retrieval with Compression	Dec 24, 2024	Information RetrievalLanguage Modeling	—Unverified	0
LLM-based relevance assessment still can't replace human relevance assessment	Dec 22, 2024	Information Retrieval	—Unverified	0
Iterative NLP Query Refinement for Enhancing Domain-Specific Information Retrieval: A Case Study in Career Services	Dec 22, 2024	Information RetrievalRetrieval	CodeCode Available	0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles	Dec 21, 2024	ArticlesDecision Making	—Unverified	0
Music Genre Classification: Ensemble Learning with Subcomponents-level Attention	Dec 20, 2024	Ensemble LearningGenre classification	—Unverified	0
Bi-directional Mapping of Morphology Metrics and 3D City Blocks for Enhanced Characterization and Generation of Urban Form	Dec 20, 2024	FormInformation Retrieval	—Unverified	0
EMPRA: Embedding Perturbation Rank Attack against Neural Ranking Models	Dec 20, 2024	Adversarial TextInformation Retrieval	CodeCode Available	0
ECLIPSE: Contrastive Dimension Importance Estimation with Pseudo-Irrelevance Feedback for Dense Retrieval	Dec 19, 2024	Information RetrievalRetrieval	—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