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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 2051–2060 of 4740 papers

Title	Date	Tasks	Status	Hype
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
Measuring the relative importance of full text sections for information retrieval from scientific literature.	Jun 1, 2021	ArticlesInformation Retrieval	—Unverified	0
Context-aware query design combines knowledge and data for efficient reading and reasoning	Jun 1, 2021	Information RetrievalRetrieval	—Unverified	0
Would you like to tell me more? Generating a corpus of psychotherapy dialogues	Jun 1, 2021	Information RetrievalRetrieval	—Unverified	0
Keyphrase Extraction from Scientific Articles via Extractive Summarization	Jun 1, 2021	ArticlesExtractive Summarization	CodeCode Available	1

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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