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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 3131–3140 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
The Challenges of Evaluating LLM Applications: An Analysis of Automated, Human, and LLM-Based Approaches	Jun 5, 2024	ChatbotInformation Retrieval	—Unverified	0	0
The Challenges of Optimizing Machine Translation for Low Resource Cross-Language Information Retrieval	Nov 1, 2019	Information RetrievalMachine Translation	—Unverified	0	0
The Compreno Semantic Model as Integral Framework for Multilingual Lexical Database	Dec 1, 2012	Information RetrievalLanguage Acquisition	—Unverified	0	0
The Cross-Lingual Arabic Information REtrieval (CLAIRE) System	Jul 29, 2021	Information RetrievalMachine Translation	—Unverified	0	0
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes	Dec 28, 2020	Information RetrievalRetrieval	—Unverified	0	0
The Decoy Dilemma in Online Medical Information Evaluation: A Comparative Study of Credibility Assessments by LLM and Human Judges	Nov 23, 2024	Information RetrievalMisinformation	—Unverified	0	0
The eDiscovery Medicine Show	Sep 28, 2021	Information RetrievalRetrieval	—Unverified	0	0
The Effect of Linguistic Parameters in CLIR Performance	May 1, 2020	Information RetrievalRetrieval	—Unverified	0	0
The Effect of Temporal-based Term Selection for Text Classification	Nov 1, 2014	ClassificationGeneral Classification	—Unverified	0	0
The Effect of the Multi-Layer Text Summarization Model on the Efficiency and Relevancy of the Vector Space-based Information Retrieval	Apr 18, 2020	Information RetrievalRetrieval	—Unverified	0	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