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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 581–590 of 4740 papers

Title	Date	Tasks	Status	Hype
Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal Interventions	May 4, 2025	Information RetrievalRetrieval	CodeCode Available	0
Bell's Inequalities and Entanglement in Corpora of Italian Language	May 4, 2025	Information RetrievalTranslation	—Unverified	0
Analyzing Cognitive Differences Among Large Language Models through the Lens of Social Worldview	May 4, 2025	Decision MakingInformation Retrieval	—Unverified	0
Ensuring Reproducibility in Generative AI Systems for General Use Cases: A Framework for Regression Testing and Open Datasets	May 2, 2025	Code GenerationGPR	CodeCode Available	0
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass	May 1, 2025	Contrastive LearningInformation Retrieval	—Unverified	0
Scalable Unit Harmonization in Medical Informatics Using Bi-directional Transformers and Bayesian-Optimized BM25 and Sentence Embedding Retrieval	May 1, 2025	Bayesian OptimizationInformation Retrieval	—Unverified	0
Investigating Task Arithmetic for Zero-Shot Information Retrieval	May 1, 2025	Information RetrievalRe-Ranking	CodeCode Available	0
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification	Apr 30, 2025	ClassificationIn-Context Learning	—Unverified	0
Efficient Conversational Search via Topical Locality in Dense Retrieval	Apr 30, 2025	Conversational SearchInformation Retrieval	CodeCode Available	0
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval	Apr 30, 2025	Information RetrievalRe-Ranking	—Unverified	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