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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 3021–3030 of 4740 papers

Title	Date	Tasks	Status	Hype
Jack the Reader -- A Machine Reading Framework	Jul 1, 2018	ArticlesInformation Retrieval	CodeCode Available	0
Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association	Jul 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining	Jul 1, 2018	Information RetrievalNatural Language Understanding	—Unverified	0
Twitter Universal Dependency Parsing for African-American and Mainstream American English	Jul 1, 2018	Dependency ParsingInformation Retrieval	—Unverified	0
A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text	Jul 1, 2018	Information RetrievalReading Comprehension	—Unverified	0
Denoising Distantly Supervised Open-Domain Question Answering	Jul 1, 2018	DenoisingInformation Retrieval	CodeCode Available	0
Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data	Jul 1, 2018	Click-Through Rate PredictionFeature Engineering	CodeCode Available	0
The Historical Significance of Textual Distances	Jun 30, 2018	Information RetrievalRetrieval	CodeCode Available	0
Impact of the Query Set on the Evaluation of Expert Finding Systems	Jun 28, 2018	Information RetrievalRecommendation Systems	CodeCode Available	0
Evaluation of Information Retrieval Systems Using Structural Equation Modelling	Jun 25, 2018	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