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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 311–320 of 4740 papers

Title	Date	Tasks	Status	Hype
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities	Jul 11, 2022	ArticlesFew-Shot Learning	CodeCode Available	1
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio Representation	Jul 10, 2022	Contrastive LearningInformation Retrieval	CodeCode Available	1
An Approach to Ensure Fairness in News Articles	Jul 8, 2022	ArticlesFairness	CodeCode Available	1
Twitmo: A Twitter Data Topic Modeling and Visualization Package for R	Jul 8, 2022	Information RetrievalTopic Models	CodeCode Available	1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation	Jun 21, 2022	Information RetrievalPassage Retrieval	CodeCode Available	1
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval	Jun 6, 2022	Argument RetrievalBiomedical Information Retrieval	CodeCode Available	1
Optimizing Test-Time Query Representations for Dense Retrieval	May 25, 2022	Contrastive LearningInformation Retrieval	CodeCode Available	1
Towards Tracing Factual Knowledge in Language Models Back to the Training Data	May 23, 2022	Information RetrievalRetrieval	CodeCode Available	1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval	May 23, 2022	Ad-Hoc Information RetrievalCPU	CodeCode Available	1
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction	May 16, 2022	Information RetrievalKnowledge Graph Embeddings	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