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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 4361–4370 of 4740 papers

Title	Date	Tasks	Status	Hype
Is Non-IID Data a Threat in Federated Online Learning to Rank?	Apr 20, 2022	Federated LearningInformation Retrieval	CodeCode Available	0
Multimodal weighted graph representation for information extraction from visually rich documents.	Jan 5, 2024	Document Layout Analysisdocument understanding	CodeCode Available	0
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach	Aug 26, 2020	Graph Neural NetworkInformation Retrieval	CodeCode Available	0
Iterative NLP Query Refinement for Enhancing Domain-Specific Information Retrieval: A Case Study in Career Services	Dec 22, 2024	Information RetrievalRetrieval	CodeCode Available	0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering	Mar 7, 2024	Information RetrievalLanguage Modelling	CodeCode Available	0
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats	Mar 4, 2025	Information Retrieval	CodeCode Available	0
Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR Challenge	Apr 26, 2025	Click-Through Rate PredictionInformation Retrieval	CodeCode Available	0
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data	Dec 3, 2024	Information Retrieval	CodeCode Available	0
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search	May 21, 2018	Information RetrievalRetrieval	CodeCode Available	0
Push-pull Feedback Implements Hierarchical Information Retrieval Efficiently	Dec 1, 2019	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