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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 4041–4050 of 4740 papers

Title	Date	Tasks	Status	Hype
Self-supervised Auxiliary Loss for Metric Learning in Music Similarity-based Retrieval and Auto-tagging	Apr 15, 2023	Information RetrievalMetric Learning	—Unverified	0
Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification	Dec 1, 2016	General ClassificationInformation Retrieval	—Unverified	0
Semantic Annotation and Querying Framework based on Semi-structured Ayurvedic Text	Feb 1, 2022	Information RetrievalQuestion Answering	—Unverified	0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications	Nov 14, 2024	Information RetrievalRAG	CodeCode Available	0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps	Dec 12, 2023	Information RetrievalRAG	CodeCode Available	0
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question Answering	Sep 1, 2024	Information RetrievalProduct Recommendation	CodeCode Available	0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural Networks	Nov 17, 2015	Feature EngineeringInformation Retrieval	CodeCode Available	0
Cross-lingual Document Retrieval using Regularized Wasserstein Distance	May 11, 2018	Information RetrievalRetrieval	CodeCode Available	0
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining	Jun 4, 2019	ArticlesInformation Retrieval	CodeCode Available	0
Automatic Context Pattern Generation for Entity Set Expansion	Jul 17, 2022	Information RetrievalRetrieval	CodeCode Available	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