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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 431–440 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant	Nov 11, 2024	Decision MakingHallucination	CodeCode Available	1	5
GFTE: Graph-based Financial Table Extraction	Mar 17, 2020	Information RetrievalPosition	CodeCode Available	1	5
DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification	Mar 24, 2024	Audio ClassificationInformation Retrieval	CodeCode Available	1	5
G-RAG: Knowledge Expansion in Material Science	Nov 21, 2024	Information RetrievalRAG	CodeCode Available	1	5
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking Platform	Jul 15, 2020	ArticlesBenchmarking	CodeCode Available	1	5
Dynamic Modality Interaction Modeling for Image-Text Retrieval	Jul 11, 2021	cross-modal alignmentCross-Modal Retrieval	CodeCode Available	1	5
RACE: Retrieval-Augmented Commit Message Generation	Mar 5, 2022	Information RetrievalRetrieval	CodeCode Available	1	5
RouterRetriever: Routing over a Mixture of Expert Embedding Models	Sep 4, 2024	Information RetrievalLanguage Modeling	CodeCode Available	1	5
Efficiently predicting high resolution mass spectra with graph neural networks	Jan 26, 2023	Graph ClassificationInformation Retrieval	CodeCode Available	1	5
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces	Oct 6, 2020	DiversityInformation Retrieval	CodeCode Available	1	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