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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 911–920 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
A Tutorial on Deep Learning for Music Information Retrieval	Sep 13, 2017	Deep LearningInformation Retrieval	CodeCode Available	0	5
Discovery and Recognition of Formula Concepts using Machine Learning	Mar 3, 2023	Information RetrievalQuestion Answering	CodeCode Available	0	5
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker	May 23, 2023	Information RetrievalLanguage Modeling	CodeCode Available	0	5
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark	May 24, 2023	Discourse ParsingInformation Retrieval	CodeCode Available	0	5
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations	Jan 1, 2016	ClusteringInformation Retrieval	CodeCode Available	0	5
Attentive Memory Networks: Efficient Machine Reading for Conversational Search	Dec 19, 2017	Conversational SearchInformation Retrieval	CodeCode Available	0	5
A Baseline Temporal Tagger for all Languages	Sep 1, 2015	AllInformation Retrieval	CodeCode Available	0	5
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluation	Aug 16, 2023	Continual LearningData Augmentation	CodeCode Available	0	5
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented Generation	Jun 20, 2024	Information RetrievalRAG	CodeCode Available	0	5
Discriminative Information Retrieval for Question Answering Sentence Selection	Apr 1, 2017	Information RetrievalPassage Retrieval	CodeCode Available	0	5

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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