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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 3021–3030 of 4740 papers

Title	Date	Tasks	Status	Hype
KeNet:Knowledge-enhanced Doc-Label Attention Network for Multi-label text classification	Mar 4, 2024	Information RetrievalMulti Label Text Classification	—Unverified	0
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM	Dec 31, 2023	Information RetrievalQuestion Answering	—Unverified	0
KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models	Nov 9, 2024	Document RankingGPU	—Unverified	0
Key Concept Identification for Medical Information Retrieval	Sep 1, 2015	Information RetrievalLanguage Modelling	—Unverified	0
Key Event Detection in Video using ASR and Visual Data	Aug 1, 2014	Event DetectionFace Alignment	—Unverified	0
Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements	Jan 23, 2024	Information RetrievalPrediction	—Unverified	0
Keyphrase Extraction in Scientific Articles: A Supervised Approach	Dec 1, 2012	ArticlesDocument Classification	—Unverified	0
Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface	Oct 6, 2023	ChatbotInformation Retrieval	—Unverified	0
Keyword-based Natural Language Premise Selection for an Automatic Mathematical Statement Proving	Oct 1, 2022	Automated Theorem ProvingInformation Retrieval	—Unverified	0
Keywords, phrases, clauses and sentences: topicality, indicativeness and informativeness at scales	Jul 1, 2015	Information RetrievalInformativeness	—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