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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 1401–1410 of 4740 papers

Title	Date	Tasks	Status	Hype
Releasing the CRaQAn (Coreference Resolution in Question-Answering): An open-source dataset and dataset creation methodology using instruction-following models	Nov 27, 2023	Chunkingcoreference-resolution	—Unverified	0
SEINE: SEgment-based Indexing for NEural information retrieval	Nov 27, 2023	Information RetrievalMetric Learning	—Unverified	0
Real-Time Online Stock Forecasting Utilizing Integrated Quantitative and Qualitative Analysis	Nov 26, 2023	Information RetrievalSentiment Analysis	CodeCode Available	0
Relevance feedback strategies for recall-oriented neural information retrieval	Nov 25, 2023	Active LearningInformation Retrieval	—Unverified	0
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs	Nov 24, 2023	Graph LearningGraph Neural Network	—Unverified	0
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature Spaces	Nov 24, 2023	Explainable artificial intelligenceExplainable Artificial Intelligence (XAI)	CodeCode Available	0
AR Visualization System for Ship Detection and Recognition Based on AI	Nov 21, 2023	Information Retrievalobject-detection	—Unverified	0
Adapting LLMs for Efficient, Personalized Information Retrieval: Methods and Implications	Nov 21, 2023	ChatbotHallucination	—Unverified	0
Don't forget private retrieval: distributed private similarity search for large language models	Nov 21, 2023	Information RetrievalRetrieval	—Unverified	0
A Comparative Analysis of Retrievability and PageRank Measures	Nov 17, 2023	Information RetrievalRetrieval	—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