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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 2661–2670 of 4740 papers

Title	Date	Tasks	Status	Hype
Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions	Mar 5, 2015	Dynamic Topic ModelingEvent Extraction	—Unverified	0
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks	Oct 7, 2024	Information RetrievalLanguage Modeling	—Unverified	0
VLMT: Vision-Language Multimodal Transformer for Multimodal Multi-hop Question Answering	Apr 11, 2025	cross-modal alignmentInformation Retrieval	—Unverified	0
Vocab-Expander: A System for Creating Domain-Specific Vocabularies Based on Word Embeddings	Aug 7, 2023	Common Sense ReasoningInformation Retrieval	—Unverified	0
Voice Information Retrieval In Collaborative Information Seeking	Oct 5, 2021	Information RetrievalRetrieval	—Unverified	0
Volatility Prediction using Financial Disclosures Sentiments with Word Embedding-based IR Models	Sep 28, 2017	Information RetrievalRetrieval	—Unverified	0
VP-MEL: Visual Prompts Guided Multimodal Entity Linking	Dec 9, 2024	Entity LinkingInformation Retrieval	—Unverified	0
VR PreM+ : An Immersive Pre-learning Branching Visualization System for Museum Tours	Oct 20, 2023	Information RetrievalRetrieval	—Unverified	0
VSEM: An open library for visual semantics representation	Aug 1, 2013	Image ClassificationImage Retrieval	—Unverified	0
vue4logs -- Automatic Structuring of Heterogeneous Computer System Logs	Feb 14, 2022	Anomaly DetectionInformation 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