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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 861–870 of 4740 papers

Title	Date	Tasks	Status	Hype
SPLATE: Sparse Late Interaction Retrieval	Apr 22, 2024	CPUInformation Retrieval	—Unverified	0
MahaSQuAD: Bridging Linguistic Divides in Marathi Question-Answering	Apr 20, 2024	Information RetrievalQuestion Answering	—Unverified	0
Evaluation of Machine Translation Based on Semantic Dependencies and Keywords	Apr 20, 2024	Information RetrievalMachine Translation	—Unverified	0
Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE	Apr 20, 2024	Information Retrieval	—Unverified	0
Towards Human-centered Proactive Conversational Agents	Apr 19, 2024	Information RetrievalRetrieval	—Unverified	0
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering	Apr 19, 2024	ArticlesInformation Retrieval	—Unverified	0
Multi-Class Quantum Convolutional Neural Networks	Apr 19, 2024	Information RetrievalMulti-class Classification	—Unverified	0
iRAG: Advancing RAG for Videos with an Incremental Approach	Apr 18, 2024	Information RetrievalRAG	—Unverified	0
De-DSI: Decentralised Differentiable Search Index	Apr 18, 2024	Information RetrievalRetrieval	CodeCode Available	0
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search	Apr 17, 2024	ClusteringInformation 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