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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 851–860 of 4740 papers

Title	Date	Tasks	Status	Hype
A Hybrid Approach for Document Layout Analysis in Document images	Apr 27, 2024	Contrastive LearningDecoder	—Unverified	0
ExcluIR: Exclusionary Neural Information Retrieval	Apr 26, 2024	Information RetrievalRetrieval	CodeCode Available	0
Uncovering Deceptive Tendencies in Language Models: A Simulated Company AI Assistant	Apr 25, 2024	Information Retrieval	CodeCode Available	0
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings	Apr 25, 2024	Contrastive LearningInformation Retrieval	—Unverified	0
Make Your LLM Fully Utilize the Context	Apr 25, 2024	4kInformation Retrieval	CodeCode Available	5
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry	Apr 24, 2024	Information RetrievalLanguage Modeling	—Unverified	0
URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression	Apr 24, 2024	Information RetrievalInstruction Following	CodeCode Available	0
From Matching to Generation: A Survey on Generative Information Retrieval	Apr 23, 2024	Incremental LearningInformation Retrieval	CodeCode Available	3
KamerRaad: Enhancing Information Retrieval in Belgian National Politics through Hierarchical Summarization and Conversational Interfaces	Apr 22, 2024	Information RetrievalRetrieval	—Unverified	0
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding	Apr 22, 2024	Information RetrievalRetrieval	CodeCode Available	1

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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