SOTAVerified

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 101–125 of 160 papers

TitleStatusHype
Exploring Sequence-to-Sequence Learning in Aspect Term Extraction—0
Extracting domain-specific terms using contextual word embeddings—0
Featureless Domain-Specific Term Extraction with Minimal Labelled Data—0
Generating Complement Data for Aspect Term Extraction with GPT-2—0
Geo-located Aspect Based Sentiment Analysis (ABSA) for Crowdsourced Evaluation of Urban Environments—0
Global Inference for Aspect and Opinion Terms Co-Extraction Based on Multi-Task Neural Networks—0
Graph Based Automatic Domain Term Extraction—0
Hot Topics and Schisms in NLP: Community and Trend Analysis with Saffron on ACL and LREC Proceedings—0
Improving Patent Translation using Bilingual Term Extraction and Re-tokenization for Chinese--Japanese—0
Instruct-DeBERTa: A Hybrid Approach for Aspect-based Sentiment Analysis on Textual Reviews—0
Iterative Chinese Bi-gram Term Extraction Using Machine-learning Classification Approach—0
Jargon-Term Extraction by Chunking—0
KAS-term: Extracting Slovene Terms from Doctoral Theses via Supervised Machine Learning—0
Language-Agnostic Model for Aspect-Based Sentiment Analysis—0
Large Language Model-based Role-Playing for Personalized Medical Jargon Extraction—0
Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images—0
Local-Global Vectors to Improve Unigram Terminology Extraction—0
Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term Extraction—0
Medical Term Extraction in an Arabic Medical Corpus—0
Modeling the dynamics of domain specific terminology in diachronic corpora—0
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews—0
Multilingualization of Medical Terminology: Semantic and Structural Embedding Approaches—0
Neural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection—0
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision—0
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction—0
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All datasetsAWARESemEval 2014 Task 4 Laptop

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BaselineF1-Score0.82—Unverified
#ModelMetricClaimedVerifiedStatus
1Seq2Seq4ATEF1-Score0.8—Unverified