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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 2621–2630 of 4740 papers

Title	Date	Tasks	Status	Hype
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering	Nov 7, 2019	Information RetrievalOpen-Domain Question Answering	CodeCode Available	1
Enriching Conversation Context in Retrieval-based Chatbots	Nov 6, 2019	Information RetrievalRetrieval	—Unverified	0
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model	Nov 3, 2019	ClassificationGeneral Classification	—Unverified	0
Entity resolution for noisy ASR transcripts	Nov 1, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval	Nov 1, 2019	Information RetrievalRetrieval	—Unverified	0
A Modular Architecture for Unsupervised Sarcasm Generation	Nov 1, 2019	Information RetrievalMachine Translation	—Unverified	0
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling	Nov 1, 2019	Information RetrievalParaphrase Identification	—Unverified	0
Applying BERT to Document Retrieval with Birch	Nov 1, 2019	Information RetrievalRetrieval	—Unverified	0
Exploring Diverse Expressions for Paraphrase Generation	Nov 1, 2019	DiversityInformation Retrieval	—Unverified	0
Leveraging Medical Literature for Section Prediction in Electronic Health Records	Nov 1, 2019	Information RetrievalRetrieval	—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