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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 331–340 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
A Comprehensive Empirical Study of Vision-Language Pre-trained Model for Supervised Cross-Modal Retrieval	Jan 8, 2022	Cross-Modal RetrievalInformation Retrieval	CodeCode Available	1	5
Can LLMs be Good Graph Judge for Knowledge Graph Construction?	Nov 26, 2024	Denoisinggraph construction	CodeCode Available	1	5
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph Augmentation	May 20, 2024	Contrastive LearningGraph Attention	CodeCode Available	1	5
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction	May 16, 2022	Information RetrievalKnowledge Graph Embeddings	CodeCode Available	1	5
A Statutory Article Retrieval Dataset in French	Aug 26, 2021	ArticlesInformation Retrieval	CodeCode Available	1	5
A Deep Recurrent Survival Model for Unbiased Ranking	Apr 30, 2020	Information Retrievalmodel	CodeCode Available	1	5
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMs	Feb 9, 2024	Data AugmentationInformation Retrieval	CodeCode Available	1	5
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval	Oct 12, 2021	ClusteringConstrained Clustering	CodeCode Available	1	5
Exploring _0 Sparsification for Inference-free Sparse Retrievers	Apr 21, 2025	Computational EfficiencyInformation Retrieval	CodeCode Available	1	5
ASPIRE: Assistive System for Performance Evaluation in IR	Dec 20, 2024	Information RetrievalRetrieval	CodeCode Available	1	5

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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