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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 4381–4390 of 4740 papers

Title	Date	Tasks	Status	Hype
The Effect of Masking Strategies on Knowledge Retention by Language Models	Jun 12, 2023	Information RetrievalQuestion Answering	CodeCode Available	0
Statistical Significance Testing in Information Retrieval: An Empirical Analysis of Type I, Type II and Type III Errors	May 27, 2019	Information RetrievalRetrieval	CodeCode Available	0
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces	Apr 17, 2021	Information RetrievalRetrieval	CodeCode Available	0
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking	Aug 16, 2024	Fact CheckingInformation Retrieval	CodeCode Available	0
Faster Learned Sparse Retrieval with Guided Traversal	Apr 24, 2022	Information RetrievalRetrieval	CodeCode Available	0
JIR-Arena: The First Benchmark Dataset for Just-in-time Information Recommendation	May 19, 2025	Information RetrievalRetrieval	CodeCode Available	0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability	Feb 27, 2024	GPUInformation Retrieval	CodeCode Available	0
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020	Nov 4, 2020	Deep LearningInformation Retrieval	CodeCode Available	0
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems	Jul 11, 2024	Information RetrievalModel Selection	CodeCode Available	0
Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications.	May 1, 2018	BIG-bench Machine LearningInformation 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