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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 411–420 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
A Statutory Article Retrieval Dataset in French	Aug 26, 2021	ArticlesInformation Retrieval	CodeCode Available	1	5
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant	Nov 11, 2024	Decision MakingHallucination	CodeCode Available	1	5
A Deep Generative Framework for Paraphrase Generation	Sep 15, 2017	DecoderInformation Retrieval	CodeCode Available	1	5
Rank over Class: The Untapped Potential of Ranking in Natural Language Processing	Sep 10, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration	Jun 2, 2023	Information RetrievalRetrieval	CodeCode Available	1	5
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders	Aug 12, 2020	Cross-Modal Information RetrievalCross-Modal Retrieval	CodeCode Available	1	5
ASPIRE: Assistive System for Performance Evaluation in IR	Dec 20, 2024	Information RetrievalRetrieval	CodeCode Available	1	5
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management	May 20, 2025	Decision MakingInformation Retrieval	CodeCode Available	1	5
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks	Jan 30, 2023	Ad-Hoc Information RetrievalArticles	CodeCode Available	1	5
Fast k-NN Graph Construction by GPU based NN-Descent	Oct 30, 2021	CPUGPU	CodeCode Available	1	5

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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