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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 1441–1450 of 4740 papers

Title	Date	Tasks	Status	Hype
Stat-weight: Improving the Estimator of Interleaved Methods Outcomes with Statistical Hypothesis Testing	Mar 17, 2023	Information RetrievalRetrieval	—Unverified	0
Improving information retrieval through correspondence analysis instead of latent semantic analysis	Mar 14, 2023	Dimensionality ReductionInformation Retrieval	—Unverified	0
NeuroQL: A Neuro-Symbolic Language and Dataset for Inter-Subjective Reasoning	Mar 13, 2023	Information RetrievalRetrieval	—Unverified	0
ALIST: Associative Logic for Inference, Storage and Transfer. A Lingua Franca for Inference on the Web	Mar 12, 2023	Information RetrievalKnowledge Graphs	—Unverified	0
LongEval-Retrieval: French-English Dynamic Test Collection for Continuous Web Search Evaluation	Mar 6, 2023	Information RetrievalPrivacy Preserving	—Unverified	0
Implementation of a noisy hyperlink removal system: A semantic and relatedness approach	Mar 6, 2023	Information RetrievalRetrieval	—Unverified	0
Discovery and Recognition of Formula Concepts using Machine Learning	Mar 3, 2023	Information RetrievalQuestion Answering	CodeCode Available	0
Retrieval for Extremely Long Queries and Documents with RPRS: a Highly Efficient and Effective Transformer-based Re-Ranker	Mar 2, 2023	Information RetrievalRetrieval	CodeCode Available	0
CoProver: A Recommender System for Proof Construction	Mar 1, 2023	Information RetrievalLEMMA	—Unverified	0
Uzbek text summarization based on TF-IDF	Mar 1, 2023	Information RetrievalRetrieval	—Unverified	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