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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 2121–2130 of 4740 papers

Title	Date	Tasks	Status	Hype
Improving Biomedical Information Retrieval with Neural Retrievers	Jan 19, 2022	Biomedical Information RetrievalInformation Retrieval	—Unverified	0
Conversational Recommendation as Retrieval: A Simple, Strong Baseline	May 23, 2023	Conversational RecommendationData Augmentation	—Unverified	0
A Survey on Event-based News Narrative Extraction	Feb 16, 2023	ArticlesInformation Retrieval	—Unverified	0
A Survey on Efficient Processing of Similarity Queries over Neural Embeddings	Apr 17, 2022	Entity ResolutionInformation Retrieval	—Unverified	0
An Accuracy-Enhanced Stemming Algorithm for Arabic Information Retrieval	Nov 15, 2019	Information RetrievalRetrieval	—Unverified	0
Shaping the Future of Endangered and Low-Resource Languages -- Our Role in the Age of LLMs: A Keynote at ECIR 2024	Sep 5, 2024	Information RetrievalLarge Language Model	—Unverified	0
A Survey on Conversational Search and Applications in Biomedicine	Nov 28, 2022	Conversational SearchDialogue Management	—Unverified	0
A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges	Jul 26, 2020	Information RetrievalQuestion Answering	—Unverified	0
Convergence of Learning Dynamics in Information Retrieval Games	Jun 14, 2018	Information RetrievalRetrieval	—Unverified	0
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action	May 28, 2024	Conversational Question AnsweringHallucination	—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