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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 2481–2490 of 4740 papers

Title	Date	Tasks	Status	Hype
Recognizing Chinese Judicial Named Entity using BiLSTM-CRF	May 31, 2020	Information Retrievalnamed-entity-recognition	—Unverified	0
CodeMatcher: Searching Code Based on Sequential Semantics of Important Query Words	May 29, 2020	Code SearchInformation Retrieval	—Unverified	0
NARMADA: Need and Available Resource Managing Assistant for Disasters and Adversities	May 27, 2020	Information RetrievalManagement	CodeCode Available	0
A Study of Neural Matching Models for Cross-lingual IR	May 26, 2020	Cross-Lingual Information RetrievalCross-Lingual Word Embeddings	—Unverified	0
Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator	May 21, 2020	Information RetrievalRetrieval	—Unverified	0
Towards Finite-State Morphology of Kurdish	May 21, 2020	Information RetrievalMachine Translation	—Unverified	0
Evaluating Information Retrieval Systems for Kids	May 21, 2020	Information RetrievalPosition	—Unverified	0
GLEAKE: Global and Local Embedding Automatic Keyphrase Extraction	May 19, 2020	Document SummarizationInformation Retrieval	—Unverified	0
Conversational Search -- A Report from Dagstuhl Seminar 19461	May 18, 2020	Conversational SearchInformation Retrieval	—Unverified	0
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce	May 17, 2020	AttributeCross-Lingual Information 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