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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 4231–4240 of 4740 papers

Title	Date	Tasks	Status	Hype
Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product Search	Aug 11, 2021	Information Retrievalmodel	CodeCode Available	0
Model-based Unbiased Learning to Rank	Jul 24, 2022	Information RetrievalLearning-To-Rank	CodeCode Available	0
Unipa-GPT: Large Language Models for university-oriented QA in Italian	Jul 19, 2024	ChatbotInformation Retrieval	CodeCode Available	0
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation	Apr 30, 2024	Information RetrievalRetrieval	CodeCode Available	0
Generative Adversarial User Privacy in Lossy Single-Server Information Retrieval	Dec 7, 2020	Generative Adversarial NetworkInformation Retrieval	CodeCode Available	0
The hypergeometric test performs comparably to TF-IDF on standard text analysis tasks	Feb 26, 2020	Information RetrievalRetrieval	CodeCode Available	0
Approximate Nearest Neighbour Search on Privacy-aware Encoding of User Locations to Identify Susceptible Infections in Simulated Epidemics	Apr 19, 2020	Information RetrievalRetrieval	CodeCode Available	0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network	Oct 2, 2019	Information RetrievalRetrieval	CodeCode Available	0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music	Nov 28, 2019	ClassificationData Augmentation	CodeCode Available	0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)	Jan 3, 2024	Decision MakingInformation 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