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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 2841–2850 of 4740 papers

Title	Date	Tasks	Status	Hype
A standardized Project Gutenberg corpus for statistical analysis of natural language and quantitative linguistics	Dec 19, 2018	Information RetrievalRetrieval	CodeCode Available	0
Proximity Full-Text Search by Means of Additional Indexes with Multi-component Keys: In Pursuit of Optimal Performance	Dec 18, 2018	Information RetrievalManagement	—Unverified	0
Revisiting Iterative Relevance Feedback for Document and Passage Retrieval	Dec 13, 2018	Information RetrievalPassage Retrieval	—Unverified	0
Searching for Relevant Lessons Learned Using Hybrid Information Retrieval Classifiers: A Case Study in Software Engineering	Dec 12, 2018	Information RetrievalManagement	—Unverified	0
Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop	Dec 11, 2018	Information RetrievalRetrieval	—Unverified	0
Automatic Feature Weight Determination using Indexing and Pseudo-Relevance Feedback for Multi-feature Content-Based Image Retrieval	Dec 11, 2018	AttributeContent-Based Image Retrieval	—Unverified	0
MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation	Dec 11, 2018	Information RetrievalOnline Ranker Evaluation	CodeCode Available	0
Improving Retrieval-Based Question Answering with Deep Inference Models	Dec 7, 2018	Information RetrievalNatural Language Inference	CodeCode Available	0
Asynchronous Training of Word Embeddings for Large Text Corpora	Dec 7, 2018	Information RetrievalRetrieval	CodeCode Available	0
Binary Document Image Super Resolution for Improved Readability and OCR Performance	Dec 6, 2018	Image Super-ResolutionInformation Retrieval	CodeCode Available	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