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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 11–20 of 160 papers

Title	Date	Tasks	Status	Hype	Score
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction	May 22, 2023	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis	Jun 17, 2019	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5
SemRe-Rank: Improving Automatic Term Extraction By Incorporating Semantic Relatedness With Personalised PageRank	Nov 9, 2017	Term ExtractionWord Embeddings	CodeCode Available	1	5
Unsupervised Technical Domain Terms Extraction using Term Extractor	Jan 22, 2021	ChunkingTask 2	CodeCode Available	1	5
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis	Sep 22, 2020	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5
Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis	Jul 30, 2022	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5
A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains	Jun 7, 2019	Term Extraction	CodeCode Available	1	5
Deep Learning Brasil at ABSAPT 2022: Portuguese Transformer Ensemble Approaches	Nov 8, 2023	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	0	5
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis	Apr 4, 2020	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	0	5
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction	Jun 5, 2019	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	0	5

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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