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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 991–1000 of 4740 papers

Title	Date	Tasks	Status	Hype
Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures	Feb 1, 2024	Information Retrieval	CodeCode Available	0
Cumulative Distribution Function based General Temporal Point Processes	Feb 1, 2024	Information RetrievalPoint Processes	—Unverified	0
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments	Feb 1, 2024	Information RetrievalQuestion Answering	—Unverified	0
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres	Jan 31, 2024	Abstractive Text Summarizationcoreference-resolution	—Unverified	0
Fréchet Distance for Offline Evaluation of Information Retrieval Systems with Sparse Labels	Jan 31, 2024	Image GenerationInformation Retrieval	—Unverified	0
Global-Liar: Factuality of LLMs over Time and Geographic Regions	Jan 31, 2024	FairnessInformation Retrieval	—Unverified	0
When Large Language Models Meet Vector Databases: A Survey	Jan 30, 2024	HallucinationInformation Retrieval	CodeCode Available	3
History-Aware Conversational Dense Retrieval	Jan 30, 2024	Conversational SearchInformation Retrieval	CodeCode Available	1
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning	Jan 29, 2024	Information RetrievalRetrieval	—Unverified	0
Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training	Jan 27, 2024	Information RetrievalMusic Auto-Tagging	—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