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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 4621–4630 of 4740 papers

Title	Date	Tasks	Status	Hype
When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs	Sep 25, 2023	Information Retrievaltext-classification	CodeCode Available	0
The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents	May 26, 2023	Information RetrievalRetrieval	CodeCode Available	0
Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works	Dec 20, 2017	Deep LearningInformation Retrieval	CodeCode Available	0
Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust Models	May 23, 2022	Data AugmentationInformation Retrieval	CodeCode Available	0
Visually Grounded VQA by Lattice-based Retrieval	Nov 15, 2022	Information RetrievalQuestion Answering	CodeCode Available	0
A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named Entities	Jan 12, 2023	Information RetrievalMachine Translation	CodeCode Available	0
User Engagement Prediction for Clarification in Search	Feb 8, 2021	Conversational SearchInformation Retrieval	CodeCode Available	0
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning	May 22, 2017	Information RetrievalQuestion Answering	CodeCode Available	0
On the Merge of k-NN Graph	Aug 2, 2019	graph constructionInformation Retrieval	CodeCode Available	0
AmazonQA: A Review-Based Question Answering Task	Aug 12, 2019	Answer GenerationInformation 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