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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 1071–1080 of 4740 papers

Title	Date	Tasks	Status	Hype
Toward Automatic Group Membership Annotation for Group Fairness Evaluation	Jul 12, 2024	FairnessInformation Retrieval	—Unverified	0
Mitigating Entity-Level Hallucination in Large Language Models	Jul 12, 2024	HallucinationInformation Retrieval	CodeCode Available	0
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems	Jul 11, 2024	Information RetrievalModel Selection	CodeCode Available	0
ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For Birds	Jul 10, 2024	Information RetrievalRetrieval	CodeCode Available	0
Enhancing HNSW Index for Real-Time Updates: Addressing Unreachable Points and Performance Degradation	Jul 10, 2024	Information Retrieval	CodeCode Available	0
Analyzing the Effectiveness of Listwise Reranking with Positional Invariance on Temporal Generalizability	Jul 9, 2024	BenchmarkingDecoder	—Unverified	0
Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection	Jul 9, 2024	Information RetrievalRetrieval	—Unverified	0
Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions	Jul 9, 2024	ArticlesInformation Retrieval	—Unverified	0
Large Language Models for Judicial Entity Extraction: A Comparative Study	Jul 8, 2024	Information RetrievalLanguage Modeling	—Unverified	0
Polyphonic Piano Music Transcription System Exploiting Mutual Correlations of Different Musical Note States	Jul 8, 2024	Information RetrievalMusic Information Retrieval	—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