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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 491–500 of 4740 papers

Title	Date	Tasks	Status	Hype
An analysis of vision-language models for fabric retrieval	Jul 7, 2025	AttributeCross-Modal Retrieval	—Unverified	0
Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs	Jul 5, 2025	Graph Neural NetworkInformation Retrieval	CodeCode Available	0
JointRank: Rank Large Set with Single Pass	Jun 27, 2025	Information RetrievalReranking	CodeCode Available	0
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval	Jun 26, 2025	Information RetrievalMachine Translation	—Unverified	0
A Hierarchical Deep Learning Approach for Minority Instrument Detection	Jun 26, 2025	Deep LearningDiversity	CodeCode Available	0
Multimodal Information Retrieval for Open World with Edit Distance Weak Supervision	Jun 25, 2025	BenchmarkingInformation Retrieval	—Unverified	0
Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs	Jun 24, 2025	Information RetrievalKnowledge Graphs	—Unverified	0
Semantic similarity estimation for domain specific data using BERT and other techniques	Jun 23, 2025	Information RetrievalMachine Translation	—Unverified	0
Universal Music Representations? Evaluating Foundation Models on World Music Corpora	Jun 20, 2025	BenchmarkingFew-Shot Learning	CodeCode Available	0
Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities	Jun 19, 2025	Contrastive LearningInformation Retrieval	—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