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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 81–90 of 4740 papers

Title	Date	Tasks	Status	Hype
JIR-Arena: The First Benchmark Dataset for Just-in-time Information Recommendation	May 19, 2025	Information RetrievalRetrieval	CodeCode Available	0
Unified Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio	May 19, 2025	Audio GenerationInformation Retrieval	—Unverified	0
UniMoCo: Unified Modality Completion for Robust Multi-Modal Embeddings	May 17, 2025	Image to textInformation Retrieval	CodeCode Available	0
Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning	May 16, 2025	HallucinationInformation Retrieval	—Unverified	0
Comparing Lexical and Semantic Vector Search Methods When Classifying Medical Documents	May 16, 2025	Information Retrieval	—Unverified	0
CRISP: Clustering Multi-Vector Representations for Denoising and Pruning	May 16, 2025	ClusteringDenoising	—Unverified	0
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs	May 16, 2025	Information RetrievalKnowledge Graphs	CodeCode Available	1
On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms	May 16, 2025	Information RetrievalPrediction	—Unverified	0
ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval	May 13, 2025	Information RetrievalRetrieval	—Unverified	0
TRAIL: Trace Reasoning and Agentic Issue Localization	May 13, 2025	Information 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