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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 1371–1380 of 4740 papers

Title	Date	Tasks	Status	Hype
Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting	May 5, 2023	ArticlesClassification	—Unverified	0
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models	May 4, 2023	Information RetrievalOpen-Domain Question Answering	CodeCode Available	2
Analyzing Hong Kong's Legal Judgments from a Computational Linguistics point-of-view	May 4, 2023	BenchmarkingGraph Generation	—Unverified	0
Uncovering ChatGPT's Capabilities in Recommender Systems	May 3, 2023	Explainable RecommendationInformation Retrieval	CodeCode Available	1
Understanding Differential Search Index for Text Retrieval	May 3, 2023	Information RetrievalRetrieval	CodeCode Available	1
Quantifying the Dissimilarity of Texts	May 3, 2023	ClusteringInformation Retrieval	CodeCode Available	0
Inference at Scale Significance Testing for Large Search and Recommendation Experiments	May 3, 2023	Information RetrievalRetrieval	—Unverified	0
Multimodal Neural Databases	May 2, 2023	Information RetrievalMultimodal Deep Learning	CodeCode Available	1
CHIC: Corporate Document for Visual question Answering	May 1, 2023	Information RetrievalQuestion Answering	—Unverified	0
LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance Music	May 1, 2023	Audio GenerationInformation Retrieval	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