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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 3101–3110 of 4740 papers

Title	Date	Tasks	Status	Hype
Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications.	May 1, 2018	BIG-bench Machine LearningInformation Retrieval	CodeCode Available	0
BioRead: A New Dataset for Biomedical Reading Comprehension	May 1, 2018	Information RetrievalMachine Reading Comprehension	CodeCode Available	0
Overcoming the Long Tail Problem: A Case Study on CO2-Footprint Estimation of Recipes using Information Retrieval	May 1, 2018	Information RetrievalRetrieval	—Unverified	0
DART: A Large Dataset of Dialectal Arabic Tweets	May 1, 2018	Information RetrievalSpeech Recognition	—Unverified	0
Data-Driven Pronunciation Modeling of Swiss German Dialectal Speech for Automatic Speech Recognition	May 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Annotating Attribution Relations in Arabic	May 1, 2018	Information RetrievalOpinion Mining	—Unverified	0
An Information-Providing Closed-Domain Human-Agent Interaction Corpus	May 1, 2018	Information Retrieval	—Unverified	0
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition	May 1, 2018	Information RetrievalOpen Information Extraction	—Unverified	0
A Multilingual Test Collection for the Semantic Search of Entity Categories	May 1, 2018	Information Retrieval	—Unverified	0
Low Resource Methods for Medieval Document Sections Analysis	May 1, 2018	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