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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 1481–1490 of 4740 papers

Title	Date	Tasks	Status	Hype
Machine Translation Impact in E-commerce Multilingual Search	Jan 31, 2023	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
An Analysis of Classification Approaches for Hit Song Prediction using Engineered Metadata Features with Lyrics and Audio Features	Jan 31, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
Adaptive Machine Translation with Large Language Models	Jan 30, 2023	DecoderDomain Adaptation	CodeCode Available	1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks	Jan 30, 2023	Ad-Hoc Information RetrievalArticles	CodeCode Available	1
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens	Jan 30, 2023	Information RetrievalRetrieval	—Unverified	0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval	Jan 30, 2023	Information RetrievalRetrieval	—Unverified	0
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation	Jan 29, 2023	Cross-Lingual Information RetrievalDocument Ranking	—Unverified	0
DocILE 2023 Teaser: Document Information Localization and Extraction	Jan 29, 2023	Information RetrievalRetrieval	—Unverified	0
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval	Jan 27, 2023	Information RetrievalKnowledge Distillation	—Unverified	0
GPU-based Private Information Retrieval for On-Device Machine Learning Inference	Jan 26, 2023	CPUGPU	CodeCode Available	1

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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