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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 2631–2640 of 4740 papers

Title	Date	Tasks	Status	Hype
The Challenges of Optimizing Machine Translation for Low Resource Cross-Language Information Retrieval	Nov 1, 2019	Information RetrievalMachine Translation	—Unverified	0
MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering	Nov 1, 2019	Information RetrievalQuestion Answering	—Unverified	0
Learning a Representation for Cover Song Identification Using Convolutional Neural Network	Nov 1, 2019	Cover song identificationInformation Retrieval	CodeCode Available	1
TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration	Nov 1, 2019	Information RetrievalQuestion Answering	—Unverified	0
RDoC Task at BioNLP-OST 2019	Nov 1, 2019	Information RetrievalRetrieval	—Unverified	0
Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval	Nov 1, 2019	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
A neural document language modeling framework for spoken document retrieval	Oct 31, 2019	Information RetrievalLanguage Modeling	—Unverified	0
Lexical Learning as an Online Optimal Experiment: Building Efficient Search Engines through Human-Machine Collaboration	Oct 30, 2019	Information RetrievalRetrieval	—Unverified	0
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning	Oct 29, 2019	Information RetrievalRetrieval	CodeCode Available	0
Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base	Oct 28, 2019	Information RetrievalQuestion Answering	—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