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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 1801–1810 of 4740 papers

Title	Date	Tasks	Status	Hype
OCR quality affects perceived usefulness of historical newspaper clippings -- a user study	Mar 4, 2022	ArticlesInformation Retrieval	—Unverified	0
Do Perceived Gender Biases in Retrieval Results Affect Relevance Judgements?	Mar 3, 2022	Information RetrievalRetrieval	—Unverified	0
LILE: Look In-Depth before Looking Elsewhere -- A Dual Attention Network using Transformers for Cross-Modal Information Retrieval in Histopathology Archives	Mar 2, 2022	Cross-Modal Information RetrievalCross-Modal Retrieval	—Unverified	0
Stable and Semi-stable Sampling Approaches for Continuously Used Samples	Mar 2, 2022	Information RetrievalRetrieval	—Unverified	0
DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index	Mar 1, 2022	Information RetrievalRetrieval	—Unverified	0
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence	Feb 24, 2022	Information RetrievalRetrieval	CodeCode Available	0
The Linear Capacity of Single-Server Individually-Private Information Retrieval with Side Information	Feb 24, 2022	Information RetrievalRetrieval	—Unverified	0
TARexp: A Python Framework for Technology-Assisted Review Experiments	Feb 23, 2022	Information RetrievalRetrieval	CodeCode Available	1
Distilled Neural Networks for Efficient Learning to Rank	Feb 22, 2022	CPUInformation Retrieval	CodeCode Available	0
SGPT: GPT Sentence Embeddings for Semantic Search	Feb 17, 2022	Argument RetrievalBiomedical Information Retrieval	CodeCode Available	2

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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