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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 1671–1680 of 4740 papers

Title	Date	Tasks	Status	Hype
Evaluating LLM Metrics Through Real-World Capabilities	May 13, 2025	Code GenerationInformation Retrieval	—Unverified	0
Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets	Feb 26, 2025	Information RetrievalText Summarization	—Unverified	0
Evaluating LLMs on Document-Based QA: Exact Answer Selection and Numerical Extraction using Cogtale dataset	Nov 14, 2023	Answer SelectionInformation Retrieval	—Unverified	0
Evaluating Machine Translation in Cross-lingual E-Commerce Search	Sep 1, 2022	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus	Sep 1, 2021	Community Question AnsweringInformation Retrieval	—Unverified	0
Evaluating Retrieval Augmented Generative Models for Document Queries in Transportation Safety	Apr 9, 2025	Information RetrievalRAG	—Unverified	0
Evaluating Search System Explainability with Psychometrics and Crowdsourcing	Oct 17, 2022	FairnessInformation Retrieval	—Unverified	0
Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval	Mar 23, 2018	Active LearningInformation Retrieval	—Unverified	0
Cross-Lingual Information Retrieval and Semantic Interoperability for Cultural Heritage Repositories	Sep 1, 2013	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Advances and Challenges in Conversational Recommender Systems: A Survey	Jan 23, 2021	Conversational RecommendationDialogue Understanding	—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