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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 461–470 of 4740 papers

Title	Date	Tasks	Status	Hype
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval	Jul 19, 2023	Information RetrievalRetrieval	CodeCode Available	1
SRTK: A Toolkit for Semantic-relevant Subgraph Retrieval	May 6, 2023	Entity LinkingInformation Retrieval	CodeCode Available	1
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant	Nov 11, 2024	Decision MakingHallucination	CodeCode Available	1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction	Apr 16, 2021	Information RetrievalKeyword Extraction	CodeCode Available	1
Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection Methods	Mar 24, 2023	Information RetrievalMusic Classification	CodeCode Available	1
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation	May 16, 2024	Bias DetectionDiversity	CodeCode Available	1
T2Ranking: A large-scale Chinese Benchmark for Passage Ranking	Apr 7, 2023	Information RetrievalPassage Ranking	CodeCode Available	1
Taken by Surprise: Contrast effect for Similarity Scores	Aug 18, 2023	ClassificationDocument Classification	CodeCode Available	1
Template-Based Financial Report Generation in Agentic and Decomposed Information Retrieval	Apr 19, 2025	Information RetrievalRetrieval	CodeCode Available	1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative Reasoning	Oct 16, 2024	Decision MakingInformation Retrieval	CodeCode Available	1

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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