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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 3001–3010 of 4740 papers

Title	Date	Tasks	Status	Hype
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering	Jul 5, 2018	ARCInformation Retrieval	—Unverified	0
Pragmatic approach to structured data querying via natural language interface	Jul 2, 2018	Information RetrievalNatural Language Queries	—Unverified	0
Spoken Dialogue for Information Navigation	Jul 1, 2018	Information Retrievalslot-filling	—Unverified	0
Report of NEWS 2018 Named Entity Transliteration Shared Task	Jul 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base	Jul 1, 2018	Automatic Speech Recognition (ASR)Information Retrieval	—Unverified	0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval	Jul 1, 2018	Decision MakingDocument Ranking	—Unverified	0
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data	Jul 1, 2018	Disease PredictionInformation Retrieval	—Unverified	0
Accommodation of Conversational Code-Choice	Jul 1, 2018	Information RetrievalRetrieval	—Unverified	0
Phrase2VecGLM: Neural generalized language model--based semantic tagging for complex query reformulation in medical IR	Jul 1, 2018	Document RankingInformation Retrieval	—Unverified	0
A Deep Learning Based Approach to Transliteration	Jul 1, 2018	Deep LearningInformation 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