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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 4021–4030 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models	Nov 13, 2020	ChunkingGraph Embedding	—Unverified	0	0
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods	Oct 29, 2023	ClassificationFew-Shot Learning	—Unverified	0	0
A Survey on Vietnamese Document Analysis and Recognition: Challenges and Future Directions	Jun 5, 2025	Computational Efficiencydocument understanding	—Unverified	0	0
Asymmetric Leaky Private Information Retrieval	Jun 4, 2020	Information RetrievalRetrieval	—Unverified	0	0
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset	Jun 1, 2018	AI2 Reasoning ChallengeARC	—Unverified	0	0
A Systematic Literature Review about Idea Mining: The Use of Machine-driven Analytics to Generate Ideas	Jan 30, 2022	ArticlesInformation Retrieval	—Unverified	0	0
A system for information extraction from scientific texts in Russian	Sep 14, 2021	Information RetrievalRecommendation Systems	—Unverified	0	0
ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models	Feb 24, 2025	Information RetrievalInstruction Following	—Unverified	0	0
A Telecom-Domain Online Customer Service Assistant Based on Question Answering with Word Embedding and Intent Classification	Nov 1, 2017	General ClassificationInformation Retrieval	—Unverified	0	0
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens	Jun 25, 2024	Information RetrievalInstruction Following	—Unverified	0	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