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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 2411–2420 of 4740 papers

Title	Date	Tasks	Status	Hype
Answering Questions on COVID-19 in Real-Time	Jun 29, 2020	Information RetrievalQuestion Answering	CodeCode Available	1
Learning Optimal Tree Models Under Beam Search	Jun 27, 2020	Information RetrievalRecommendation Systems	—Unverified	0
Pre-training via Paraphrasing	Jun 26, 2020	Document SummarizationDocument Translation	CodeCode Available	1
LPar -- A Distributed Multi Agent platform for building Polyglot, Omni Channel and Industrial grade Natural Language Interfaces	Jun 25, 2020	Abstractive Text SummarizationInformation Retrieval	—Unverified	0
TweetsCOV19 -- A Knowledge Base of Semantically Annotated Tweets about the COVID-19 Pandemic	Jun 25, 2020	Event DetectionInformation Retrieval	CodeCode Available	0
RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification	Jun 22, 2020	Fine-Grained Image ClassificationGeneral Classification	—Unverified	0
Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet	Jun 22, 2020	ClusteringInformation Retrieval	—Unverified	0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top	Jun 22, 2020	Binary ClassificationInformation Retrieval	—Unverified	0
Automatic Query Optimization for Retrieving Traffic Tweets	Jun 21, 2020	Information RetrievalRetrieval	—Unverified	0
Chatbot: A Conversational Agent employed with Named Entity Recognition Model using Artificial Neural Network	Jun 19, 2020	ChatbotInformation 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