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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 2831–2840 of 4740 papers

Title	Date	Tasks	Status	Hype
End-to-End Open-Domain Question Answering with BERTserini	Feb 5, 2019	ArticlesInformation Retrieval	CodeCode Available	0
Recommender Systems Notation: Proposed Common Notation for Teaching and Research	Feb 4, 2019	Information RetrievalRecommendation Systems	—Unverified	0
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases	Feb 2, 2019	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Using Score Distributions to Compare Statistical Significance Tests for Information Retrieval Evaluation	Jan 30, 2019	Information RetrievalRetrieval	—Unverified	0
A new approach for query expansion using Wikipedia and WordNet	Jan 29, 2019	Information RetrievalRetrieval	—Unverified	0
Neural IR Meets Graph Embedding: A Ranking Model for Product Search	Jan 24, 2019	Graph EmbeddingInformation Retrieval	—Unverified	0
A Question-Entailment Approach to Question Answering	Jan 23, 2019	Information RetrievalQuestion Answering	CodeCode Available	0
CREATE: Cohort Retrieval Enhanced by Analysis of Text from Electronic Health Records using OMOP Common Data Model	Jan 22, 2019	Information RetrievalRetrieval	CodeCode Available	0
Discovering seminal works with marker papers	Jan 22, 2019	Information RetrievalRetrieval	—Unverified	0
Deep Supervised Hashing leveraging Quadratic Spherical Mutual Information for Content-based Image Retrieval	Jan 16, 2019	Content-Based Image RetrievalImage 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