Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1526–1550 of 4740 papers

Title	Date	Tasks	Status	Hype
Multimodal Tree Decoder for Table of Contents Extraction in Document Images	Dec 6, 2022	Decoderdocument understanding	CodeCode Available	0
Melody transcription via generative pre-training	Dec 4, 2022	Chord RecognitionInformation Retrieval	CodeCode Available	2
Information Retrieval from the Digitized Books	Dec 2, 2022	Image RetrievalInformation Retrieval	—Unverified	0
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking	Dec 2, 2022	BenchmarkingInformation Retrieval	—Unverified	0
Proceedings of the 1st International Workshop on Reading Music Systems	Dec 1, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Principled Multi-Aspect Evaluation Measures of Rankings	Dec 1, 2022	Document RankingInformation Retrieval	CodeCode Available	0
Proceedings of the 2nd International Workshop on Reading Music Systems	Dec 1, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework	Dec 1, 2022	Information RetrievalOpen-Domain Question Answering	CodeCode Available	0
Proceedings of the 3rd International Workshop on Reading Music Systems	Dec 1, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Fair Ranking with Noisy Protected Attributes	Nov 30, 2022	FairnessInformation Retrieval	CodeCode Available	0
OK Computer Analysis: An Audio Corpus Study of Radiohead	Nov 29, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Near-filed SAR Image Restoration with Deep Learning Inverse Technique: A Preliminary Study	Nov 28, 2022	Image RestorationInformation Retrieval	—Unverified	0
Solving 3D Radar Imaging Inverse Problems with a Multi-cognition Task-oriented Framework	Nov 28, 2022	Information RetrievalRetrieval	—Unverified	0
A Survey on Conversational Search and Applications in Biomedicine	Nov 28, 2022	Conversational SearchDialogue Management	—Unverified	0
Metric Learning as a Service with Covariance Embedding	Nov 28, 2022	Information RetrievalMetric Learning	—Unverified	0
Proceedings of the 4th International Workshop on Reading Music Systems	Nov 23, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Method for Determining the Similarity of Text Documents for the Kazakh language, Taking Into Account Synonyms: Extension to TF-IDF	Nov 22, 2022	Information RetrievalRetrieval	—Unverified	0
Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging	Nov 20, 2022	Information RetrievalNamed Entity Recognition (NER)	CodeCode Available	1
RetroMAE v2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models	Nov 16, 2022	Dimensionality ReductionInformation Retrieval	CodeCode Available	2
Structural Segmentation and Labeling of Tabla Solo Performances	Nov 16, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Music Instrument Classification Reprogrammed	Nov 15, 2022	ClassificationInformation Retrieval	CodeCode Available	0
Visually Grounded VQA by Lattice-based Retrieval	Nov 15, 2022	Information RetrievalQuestion Answering	CodeCode Available	0
Is my automatic audio captioning system so bad? spider-max: a metric to consider several caption candidates	Nov 14, 2022	AudioCapsAudio captioning	CodeCode Available	1
Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness	Nov 9, 2022	Information RetrievalKeyword Extraction	—Unverified	0
Caching and Reproducibility: Making Data Science experiments faster and FAIRer	Nov 8, 2022	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