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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 1491–1500 of 4740 papers

Title	Date	Tasks	Status	Hype
Zero-shot Audio Topic Reranking using Large Language Models	Sep 14, 2023	Fact CheckingInformation Retrieval	—Unverified	0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation	Sep 13, 2023	Conversational SearchIn-Context Learning	CodeCode Available	0
Long-Range Transformer Architectures for Document Understanding	Sep 11, 2023	document understandingInformation Retrieval	CodeCode Available	0
Streamlined Data Fusion: Unleashing the Power of Linear Combination with Minimal Relevance Judgments	Sep 10, 2023	Information RetrievalRetrieval	—Unverified	0
Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges	Sep 8, 2023	Information RetrievalRetrieval	CodeCode Available	0
Denoising Attention for Query-aware User Modeling in Personalized Search	Aug 30, 2023	DenoisingDiversity	—Unverified	0
A Survey on Multi-Behavior Sequential Recommendation	Aug 30, 2023	Information RetrievalRecommendation Systems	—Unverified	0
Improving Neural Ranking Models with Traditional IR Methods	Aug 29, 2023	Information RetrievalRetrieval	CodeCode Available	0
Learning Efficient Representations for Image-Based Patent Retrieval	Aug 26, 2023	Image RetrievalInformation Retrieval	—Unverified	0
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language Models	Aug 25, 2023	Information RetrievalPassage Retrieval	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