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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 571–580 of 4740 papers

Title	Date	Tasks	Status	Hype
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation Scenarios	Sep 24, 2024	Information RetrievalRAG	CodeCode Available	0
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA	Sep 23, 2024	Conversational Question AnsweringInformation Retrieval	—Unverified	0
Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies	Sep 23, 2024	Information RetrievalRAG	—Unverified	0
One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks	Sep 20, 2024	AllDependency Parsing	CodeCode Available	1
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization	Sep 19, 2024	Contrastive LearningFault localization	—Unverified	0
VERA: Validation and Enhancement for Retrieval Augmented systems	Sep 18, 2024	Information RetrievalLanguage Modeling	—Unverified	0
Experimental Evidence That Conversational Artificial Intelligence Can Steer Consumer Behavior Without Detection	Sep 18, 2024	Information RetrievalRetrieval	—Unverified	0
Designing Interfaces for Multimodal Vector Search Applications	Sep 18, 2024	Information RetrievalRetrieval	—Unverified	0
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models	Sep 17, 2024	Information RetrievalRetrieval	CodeCode Available	2
GenCRF: Generative Clustering and Reformulation Framework for Enhanced Intent-Driven Information Retrieval	Sep 17, 2024	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