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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 1161–1170 of 4740 papers

Title	Date	Tasks	Status	Hype
Retrieval-Augmented Mining of Temporal Logic Specifications from Data	May 23, 2024	Bayesian OptimizationBinary Classification	—Unverified	0
ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval	May 23, 2024	Information RetrievalQuantization	—Unverified	0
A Workbench for Autograding Retrieve/Generate Systems	May 21, 2024	DiversityInformation Retrieval	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
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data	May 21, 2024	Contrastive LearningInformation Retrieval	CodeCode Available	0
KG-RAG: Bridging the Gap Between Knowledge and Creativity	May 20, 2024	Graph Question AnsweringInformation Retrieval	—Unverified	0
Thesis: Document Summarization with applications to Keyword extraction and Image Retrieval	May 20, 2024	ArticlesDocument Summarization	—Unverified	0
DLAFormer: An End-to-End Transformer For Document Layout Analysis	May 20, 2024	Document Layout AnalysisDocument Summarization	—Unverified	0
Effective Clustering on Large Attributed Bipartite Graphs	May 20, 2024	AttributeClustering	CodeCode Available	0
Unifying 3D Vision-Language Understanding via Promptable Queries	May 19, 2024	3D Question Answering (3D-QA)Decoder	—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