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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 4661–4670 of 4740 papers

Title	Date	Tasks	Status	Hype
On Using GUI Interaction Data to Improve Text Retrieval-based Bug Localization	Oct 12, 2023	Information RetrievalRetrieval	CodeCode Available	0
Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box Models	Apr 22, 2022	FairnessInformation Retrieval	CodeCode Available	0
Linked Data Triples Enhance Document Relevance Classification	Jul 20, 2021	ClassificationDeep Learning	CodeCode Available	0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question Answering	May 21, 2024	DiversityInformation Retrieval	CodeCode Available	0
Semi-Supervised Convolutive NMF for Automatic Piano Transcription	Feb 10, 2022	Information RetrievalMusic Information Retrieval	CodeCode Available	0
OpenKE: An Open Toolkit for Knowledge Embedding	Nov 1, 2018	Information RetrievalKnowledge Graphs	CodeCode Available	0
Data Fusion of Synthetic Query Variants With Generative Large Language Models	Nov 6, 2024	Information RetrievalRetrieval	CodeCode Available	0
LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty	Feb 16, 2024	In-Context LearningInformation Retrieval	CodeCode Available	0
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations	Aug 5, 2020	Contrastive LearningInformation Retrieval	CodeCode Available	0
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval	Oct 24, 2024	Information Retrievalnamed-entity-recognition	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