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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 3621–3630 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
A Comparison of Smoothing Techniques for Bilingual Lexicon Extraction from Comparable Corpora	Aug 1, 2013	Information RetrievalLanguage Modelling	—Unverified	0	0
A Compositional-Distributional Semantic Model for Searching Complex Entity Categories	Aug 1, 2016	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0	0
A Comprehensive Comparative Study of Word and Sentence Similarity Measures	Feb 17, 2016	Information RetrievalQuestion Answering	—Unverified	0	0
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers	Jun 3, 2023	Information RetrievalKnowledge Graph Completion	—Unverified	0	0
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry	Apr 24, 2024	Information RetrievalLanguage Modeling	—Unverified	0	0
A Computationally Efficient Algorithm for Learning Topical Collocation Models	Jul 1, 2015	Document ClassificationInformation Retrieval	—Unverified	0	0
A Conceptual Framework for Implicit Evaluation of Conversational Search Interfaces	Apr 8, 2021	Conversational SearchInformation Retrieval	—Unverified	0	0
A Tale of Two Efficient and Informative Negative Sampling Distributions	Dec 31, 2020	CPUGPU	—Unverified	0	0
A Contrastive Pre-training Approach to Learn Discriminative Autoencoder for Dense Retrieval	Aug 21, 2022	DecoderInformation Retrieval	—Unverified	0	0
A contrastive review of paraphrase acquisition techniques	May 1, 2012	ArticlesInformation Retrieval	—Unverified	0	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