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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 2731–2740 of 4740 papers

Title	Date	Tasks	Status	Hype
A Convolutional Approach to Melody Line Identification in Symbolic Scores	Jun 24, 2019	Information RetrievalMusic Information Retrieval	CodeCode Available	0
RLTM: An Efficient Neural IR Framework for Long Documents	Jun 22, 2019	Information RetrievalReinforcement Learning	—Unverified	0
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big Datasets	Jun 20, 2019	BlockingInformation Retrieval	CodeCode Available	0
Adversarial Learning for Improved Onsets and Frames Music Transcription	Jun 20, 2019	Information RetrievalMusic Information Retrieval	—Unverified	0
Understanding, Categorizing and Predicting Semantic Image-Text Relations	Jun 20, 2019	Image CaptioningInformation Retrieval	—Unverified	0
Domain Adaptation for Enterprise Email Search	Jun 19, 2019	Domain AdaptationInformation Retrieval	—Unverified	0
A Multi-Task Architecture on Relevance-based Neural Query Translation	Jun 17, 2019	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Practical User Feedback-driven Internal Search Using Online Learning to Rank	Jun 15, 2019	ArticlesInformation Retrieval	—Unverified	0
Neural Arabic Question Answering	Jun 12, 2019	ArticlesInformation Retrieval	CodeCode Available	0
HEAD-QA: A Healthcare Dataset for Complex Reasoning	Jun 11, 2019	Information RetrievalPosition	—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