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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 41–50 of 4740 papers

Title	Date	Tasks	Status	Hype
WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia	May 23, 2023	ChatbotHallucination	CodeCode Available	3
Dataset and Baseline System for Multi-lingual Extraction and Normalization of Temporal and Numerical Expressions	Mar 31, 2023	Date UnderstandingInformation Retrieval	CodeCode Available	3
FinBERT-QA: Financial Question Answering with pre-trained BERT Language Models	Apr 24, 2025	Answer SelectionInformation Retrieval	CodeCode Available	2
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey	Apr 21, 2025	Computational EfficiencyInformation Retrieval	CodeCode Available	2
GENIUS: A Generative Framework for Universal Multimodal Search	Mar 25, 2025	Information RetrievalQuantization	CodeCode Available	2
UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure Analysis	Mar 20, 2025	Document Layout AnalysisDocument Summarization	CodeCode Available	2
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval	Mar 7, 2025	Information RetrievalLanguage Modeling	CodeCode Available	2
SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking	Mar 2, 2025	Fact CheckingFact Verification	CodeCode Available	2
Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions	Mar 1, 2025	Information RetrievalRAG	CodeCode Available	2
Rank1: Test-Time Compute for Reranking in Information Retrieval	Feb 25, 2025	Information RetrievalInstruction Following	CodeCode Available	2

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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