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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 1501–1510 of 4740 papers

Title	Date	Tasks	Status	Hype
Reranking Passages with Coarse-to-Fine Neural Retriever Enhanced by List-Context Information	Aug 23, 2023	Information RetrievalPassage Reranking	—Unverified	0
Evaluating Temporal Persistence Using Replicability Measures	Aug 21, 2023	Information RetrievalRetrieval	—Unverified	0
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset	Aug 21, 2023	Document ClassificationGenerative Adversarial Network	—Unverified	0
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense Retrieval	Aug 20, 2023	Information RetrievalRetrieval	CodeCode Available	0
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluation	Aug 16, 2023	Continual LearningData Augmentation	CodeCode Available	0
Delphic Costs and Benefits in Web Search: A utilitarian and historical analysis	Aug 15, 2023	Information RetrievalMisinformation	—Unverified	0
BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching	Aug 14, 2023	Information RetrievalRetrieval	—Unverified	0
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based Models	Aug 11, 2023	Binary text classificationFeature Engineering	CodeCode Available	0
Building Interpretable and Reliable Open Information Retriever for New Domains Overnight	Aug 9, 2023	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes	Aug 9, 2023	Information RetrievalRetrieval	—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