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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 111–120 of 4740 papers

Title	Date	Tasks	Status	Hype
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
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
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass	May 1, 2025	Contrastive LearningInformation 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
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA	Apr 30, 2025	Information RetrievalMedical Question Answering	CodeCode Available	0
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval	Apr 30, 2025	Information RetrievalRe-Ranking	—Unverified	0
Efficient Conversational Search via Topical Locality in Dense Retrieval	Apr 30, 2025	Conversational SearchInformation Retrieval	CodeCode Available	0
Information Retrieval in the Age of Generative AI: The RGB Model	Apr 29, 2025	Information RetrievalRAG	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