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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 2491–2500 of 4740 papers

Title	Date	Tasks	Status	Hype
Tiering as a Stochastic Submodular Optimization Problem	May 16, 2020	Information RetrievalRetrieval	—Unverified	0
How Context Affects Language Models' Factual Predictions	May 10, 2020	Information RetrievalLanguage Modeling	—Unverified	0
TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection	May 9, 2020	Information RetrievalRetrieval	—Unverified	0
A Social Search Model for Large Scale Social Networks	May 9, 2020	Information RetrievalRetrieval	—Unverified	0
Modeling Document Interactions for Learning to Rank with Regularized Self-Attention	May 8, 2020	Information RetrievalLearning-To-Rank	—Unverified	0
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting	May 5, 2020	Ad-Hoc Information RetrievalConversational Search	—Unverified	0
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization	May 5, 2020	ArticlesDocument Summarization	—Unverified	0
Understanding Scanned Receipts	May 4, 2020	Entity LinkingInformation Retrieval	—Unverified	0
Hierarchical Knowledge Graphs: A Novel Information Representation for Exploratory Search Tasks	May 4, 2020	Information RetrievalKnowledge Graphs	—Unverified	0
DoQA -- Accessing Domain-Specific FAQs via Conversational QA	May 4, 2020	Conversational Question AnsweringInformation 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