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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 2161–2170 of 4740 papers

Title	Date	Tasks	Status	Hype
Towards Axiomatic Explanations for Neural Ranking Models	Jun 15, 2021	Document RankingInformation Retrieval	—Unverified	0
Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction	Jun 15, 2021	ArticlesDecision Making	—Unverified	0
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain	Jun 14, 2021	Information Retrievalnamed-entity-recognition	—Unverified	0
Linguistically Informed Masking for Representation Learning in the Patent Domain	Jun 10, 2021	Domain AdaptationInformation Retrieval	CodeCode Available	0
Single-Server Private Linear Transformation: The Joint Privacy Case	Jun 9, 2021	Information RetrievalRetrieval	—Unverified	0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection	Jun 8, 2021	Anomaly DetectionCompressive Sensing	—Unverified	0
Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning	Jun 4, 2021	BIG-bench Machine LearningEmotion Classification	—Unverified	0
Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability	Jun 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Exploring modality-agnostic representations for music classification	Jun 2, 2021	ClassificationCross-Modal Retrieval	CodeCode Available	0
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access	Jun 2, 2021	Information RetrievalMedical Question Answering	—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