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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 191–200 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval	May 23, 2022	Ad-Hoc Information RetrievalCPU	CodeCode Available	1	5
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism	Oct 25, 2023	Information RetrievalRetrieval	CodeCode Available	1	5
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in Scala	Nov 23, 2016	Information RetrievalMachine Translation	CodeCode Available	1	5
Dive into Decision Trees and Forests: A Theoretical Demonstration	Jan 20, 2021	Information RetrievalRecommendation Systems	CodeCode Available	1	5
Do Music Generation Models Encode Music Theory?	Oct 1, 2024	Emotion RecognitionGenre classification	CodeCode Available	1	5
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search	Nov 26, 2024	Information Retrieval	CodeCode Available	1	5
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage Expansion	Aug 19, 2021	CPUInformation Retrieval	CodeCode Available	1	5
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management	May 20, 2025	Decision MakingInformation Retrieval	CodeCode Available	1	5
Discovering Mathematical Objects of Interest -- A Study of Mathematical Notations	Feb 7, 2020	Information RetrievalMath	CodeCode Available	1	5
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search	Jan 29, 2021	Information RetrievalRecommendation Systems	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