Term Extraction

Term Extraction, or Automated Term Extraction (ATE), is about extraction domain-specific terms from natural language text. For example, the sentence “We meta-analyzed mortality using random-effect models” contains the domain-specific single-word terms "meta-analyzed", "mortality" and the multi-word term "random-effect models".

Papers

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Showing 131–140 of 160 papers

Title	Date	Tasks	Status
Aspect and Opinion Term Extraction for Hotel Reviews using Transfer Learning and Auxiliary Labels	Sep 26, 2019	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	—Unverified
Aspect and Opinion Term Extraction Using Graph Attention Network	Apr 30, 2024	Graph Attentionnamed-entity-recognition	—Unverified
Aspect based Sentiment Analysis in Hindi: Resource Creation and Evaluation	May 1, 2016	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	—Unverified
Aspect-Based Sentiment Analysis Using a Two-Step Neural Network Architecture	Sep 19, 2017	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	—Unverified
Aspect Term Extraction for Sentiment Analysis: New Datasets, New Evaluation Measures and an Improved Unsupervised Method	Apr 1, 2014	Aspect-Based Sentiment Analysis (ABSA)Sentiment Analysis	—Unverified
Aspect Term Extraction using Graph-based Semi-Supervised Learning	Feb 20, 2020	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	—Unverified
A Study of Association Measures and their Combination for Arabic MWT Extraction	Sep 10, 2014	Information RetrievalQuestion Answering	—Unverified
A Term Extraction Approach to Survey Analysis in Health Care	May 1, 2020	ARCAspect-Based Sentiment Analysis	—Unverified
ATESA-BÆRT: A Heterogeneous Ensemble Learning Model for Aspect-Based Sentiment Analysis	Jul 29, 2023	Aspect-Based Sentiment AnalysisEnsemble Learning	—Unverified
Automatic Extraction of Agriculture Terms from Domain Text: A Survey of Tools and Techniques	Sep 24, 2020	Recommendation SystemsSentiment Analysis	—Unverified

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All datasets AWARE SemEval 2014 Task 4 Laptop

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Baseline	F1-Score	0.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Seq2Seq4ATE	F1-Score	0.8	—	Unverified