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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 1421–1430 of 4740 papers

Title	Date	Tasks	Status	Hype
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval	Apr 4, 2023	Information RetrievalRetrieval	CodeCode Available	1
EDeR: A Dataset for Exploring Dependency Relations Between Events	Apr 4, 2023	Event ExtractionInformation Retrieval	CodeCode Available	0
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval	Apr 3, 2023	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
An Intrinsic Framework of Information Retrieval Evaluation Measures	Apr 2, 2023	Information RetrievalRetrieval	—Unverified	0
Dataset and Baseline System for Multi-lingual Extraction and Normalization of Temporal and Numerical Expressions	Mar 31, 2023	Date UnderstandingInformation Retrieval	CodeCode Available	3
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU Hardware	Mar 30, 2023	CPUFraud Detection	CodeCode Available	0
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators	Mar 29, 2023	Information RetrievalRetrieval	CodeCode Available	4
Hierarchical Video-Moment Retrieval and Step-Captioning	Mar 29, 2023	Information RetrievalMoment Retrieval	CodeCode Available	1
Sejarah dan Perkembangan Teknik Natural Language Processing (NLP) Bahasa Indonesia: Tinjauan tentang sejarah, perkembangan teknologi, dan aplikasi NLP dalam bahasa Indonesia	Mar 28, 2023	Information RetrievalMachine Translation	—Unverified	0
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual Retrieval	Mar 28, 2023	Cross-Lingual Information RetrievalInformation 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