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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 1431–1440 of 4740 papers

Title	Date	Tasks	Status	Hype
Computationally Efficient Labeling of Cancer Related Forum Posts by Non-Clinical Text Information Retrieval	Mar 24, 2023	ClusteringDistributed Computing	—Unverified	0
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge	Mar 24, 2023	Information RetrievalLanguage Modeling	CodeCode Available	4
Machine Psychology	Mar 24, 2023	Information RetrievalRetrieval	—Unverified	0
Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection Methods	Mar 24, 2023	Information RetrievalMusic Classification	CodeCode Available	1
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters	Mar 23, 2023	Domain AdaptationInformation Retrieval	—Unverified	0
Large Language Models Can Be Used to Estimate the Latent Positions of Politicians	Mar 21, 2023	Information RetrievalRetrieval	—Unverified	0
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering	Mar 19, 2023	Common Sense ReasoningInformation Retrieval	—Unverified	0
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths	Mar 19, 2023	Dynamic Time WarpingInformation Retrieval	CodeCode Available	1
The Challenge of Differentially Private Screening Rules	Mar 18, 2023	Information RetrievalPrivacy Preserving	—Unverified	0
Conversational Tree Search: A New Hybrid Dialog Task	Mar 17, 2023	Deep Reinforcement LearningInformation 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