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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 4221–4230 of 4740 papers

Title	Date	Tasks	Status	Hype
Text Summarization Using Large Language Models: A Comparative Study of MPT-7b-instruct, Falcon-7b-instruct, and OpenAI Chat-GPT Models	Oct 16, 2023	Information RetrievalText Summarization	CodeCode Available	0
A Study of Implicit Ranking Unfairness in Large Language Models	Nov 13, 2023	Data AugmentationFairness	CodeCode Available	0
Generative AI Enhanced Financial Risk Management Information Retrieval	Apr 4, 2025	Information RetrievalManagement	CodeCode Available	0
DocMMIR: A Framework for Document Multi-modal Information Retrieval	May 25, 2025	ArticlesCross-Modal Retrieval	CodeCode Available	0
Diversity matters: Robustness of bias measurements in Wikidata	Feb 27, 2023	AttributeDiversity	CodeCode Available	0
Context-Driven Interactive Query Simulations Based on Generative Large Language Models	Dec 15, 2023	Information RetrievalLanguage Modeling	CodeCode Available	0
Content based singing voice source separation via strong conditioning using aligned phonemes	Aug 5, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	0
Distilled Neural Networks for Efficient Learning to Rank	Feb 22, 2022	CPUInformation Retrieval	CodeCode Available	0
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages	Dec 15, 2023	Information RetrievalMachine Translation	CodeCode Available	0
Content-based image retrieval tutorial	Aug 12, 2016	Content-Based Image RetrievalImage Retrieval	CodeCode Available	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