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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 3061–3070 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Syntactic Parsing of Web Queries with Question Intent	Jun 1, 2016	Community Question AnsweringDomain Adaptation	—Unverified	0	0
Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding	Jun 1, 2014	Dependency ParsingInformation Retrieval	—Unverified	0	0
SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining	May 2, 2018	ArticlesAuthorship Attribution	—Unverified	0	0
Synthetic Cross-language Information Retrieval Training Data	Apr 29, 2023	Information RetrievalLanguage Modelling	—Unverified	0	0
Synthetic Query Generation using Large Language Models for Virtual Assistants	Jun 10, 2024	Information Retrievalspeech-recognition	—Unverified	0	0
Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization	Oct 21, 2024	Abstractive Text SummarizationDecision Making	—Unverified	0	0
T^2K^2: The Twitter Top-K Keywords Benchmark	Sep 14, 2017	BenchmarkingInformation Retrieval	—Unverified	0	0
Table of Content detection using Machine Learning	Jun 6, 2013	BIG-bench Machine LearningInformation Retrieval	—Unverified	0	0
Tables as Semi-structured Knowledge for Question Answering	Aug 1, 2016	Information RetrievalQuestion Answering	—Unverified	0	0
Table Structure Recognition with Conditional Attention	Mar 8, 2022	Information RetrievalRetrieval	—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