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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 171–180 of 4740 papers

Title	Date	Tasks	Status	Hype
SafeChat: A Framework for Building Trustworthy Collaborative Assistants and a Case Study of its Usefulness	Apr 8, 2025	ChatbotExtractive Summarization	CodeCode Available	0
StealthRank: LLM Ranking Manipulation via Stealthy Prompt Optimization	Apr 8, 2025	Adversarial TextInformation Retrieval	CodeCode Available	0
MicroNN: An On-device Disk-resident Updatable Vector Database	Apr 8, 2025	AttributeInformation Retrieval	—Unverified	0
Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling	Apr 7, 2025	Information RetrievalLanguage Modeling	—Unverified	0
CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models	Apr 7, 2025	Information RetrievalRAG	—Unverified	0
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval	Apr 7, 2025	Information RetrievalNatural Questions	CodeCode Available	1
How Relevance Emerges: Interpreting LoRA Fine-Tuning in Reranking LLMs	Apr 5, 2025	Information RetrievalPassage Reranking	—Unverified	0
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking	Apr 4, 2025	Document RankingInformation Retrieval	CodeCode Available	1
Generative AI Enhanced Financial Risk Management Information Retrieval	Apr 4, 2025	Information RetrievalManagement	CodeCode Available	0
EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline	Apr 4, 2025	Information RetrievalRetrieval	—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