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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 1391–1400 of 4740 papers

Title	Date	Tasks	Status	Hype
Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities	Apr 25, 2023	domain classificationInformation Retrieval	—Unverified	0
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot Setting	Apr 25, 2023	Information RetrievalLanguage Modelling	CodeCode Available	0
Semantic Compression With Large Language Models	Apr 25, 2023	Code GenerationInformation Retrieval	—Unverified	0
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes	Apr 24, 2023	Information RetrievalRetrieval	—Unverified	0
Overview of the TREC 2022 NeuCLIR Track	Apr 24, 2023	Information RetrievalRetrieval	—Unverified	0
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis	Apr 22, 2023	Information RetrievalPosition	—Unverified	0
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information Retrieval	Apr 21, 2023	Data AugmentationInformation Retrieval	CodeCode Available	0
Rethinking Benchmarks for Cross-modal Image-text Retrieval	Apr 21, 2023	Cross-Modal RetrievalImage-text Retrieval	CodeCode Available	1
Is Cross-modal Information Retrieval Possible without Training?	Apr 20, 2023	Contrastive LearningCross-Modal Information Retrieval	—Unverified	0
Towards a Benchmark for Scientific Understanding in Humans and Machines	Apr 20, 2023	BenchmarkingInformation 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