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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 2651–2660 of 4740 papers

Title	Date	Tasks	Status	Hype
Measuring Sentences Similarity: A Survey	Oct 6, 2019	Information RetrievalQuestion Answering	—Unverified	0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network	Oct 2, 2019	Information RetrievalRetrieval	CodeCode Available	0
On Sanskrit and Information Retrieval	Oct 1, 2019	Information RetrievalRetrieval	—Unverified	0
Robust Semantic Parsing with Adversarial Learning for Domain Generalization	Oct 1, 2019	domain classificationDomain Generalization	—Unverified	0
Proximal Policy Optimization for Improved Convergence in IRGAN	Oct 1, 2019	Information RetrievalRetrieval	—Unverified	0
Named Entity Recognition System for Sindhi Language	Sep 28, 2019	Information RetrievalMachine Translation	—Unverified	0
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction	Sep 28, 2019	Information RetrievalQuestion Answering	CodeCode Available	2
Multi-source Multi-view Transfer Learning in Neural Topic Modeling with Pretrained Topic and Word Embeddings	Sep 25, 2019	Information RetrievalRetrieval	—Unverified	0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized NN	Sep 25, 2019	Information RetrievalRetrieval	—Unverified	0
On the Information Leakage in Private Information Retrieval Systems	Sep 25, 2019	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