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 51–75 of 160 papers

TitleStatusHype
A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis—0
Creation of a bottom-up corpus-based ontology for Italian Linguistics—0
A Dataset for Term Extraction in Hindi—0
Cross-lingual and Cross-domain Transfer Learning for Automatic Term Extraction from Low Resource Data—0
Automatic Term Extraction from Newspaper Corpora: Making the Most of Specificity and Common Features—0
Dataset Creation and Evaluation of Aspect Based Sentiment Analysis in Telugu, a Low Resource Language—0
A Gold Standard for Multilingual Automatic Term Extraction from Comparable Corpora: Term Structure and Translation Equivalents—0
Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction—0
Developing an Arabic Infectious Disease Ontology to Include Non-Standard Terminology—0
Dialogue Term Extraction using Transfer Learning and Topological Data Analysis—0
Distributional semantic modeling: a revised technique to train term/word vector space models applying the ontology-related approach—0
DLIREC: Aspect Term Extraction and Term Polarity Classification System—0
Enhancing Aspect Term Extraction with Soft Prototypes—0
Automatic Term Extraction Combining Different Information (Extraction automatique de termes combinant diff\'erentes informations) [in French]—0
A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection—0
Efficient Terminology Integration for LLM-based Translation in Specialized Domains—0
D-Terminer: Online Demo for Monolingual and Bilingual Automatic Term Extraction—0
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval—0
Ensembling Transformers for Cross-domain Automatic Term Extraction—0
Evaluating Automatic Term Extraction Methods on Individual Documents—0
Evaluating Term Extraction Methods for Interpreters—0
Expertise Mining for Enterprise Content Management—0
Exploiting Adaptive Contextual Masking for Aspect-Based Sentiment Analysis—0
Exploring Sequence-to-Sequence Learning in Aspect Term Extraction—0
Automatic Extraction of Agriculture Terms from Domain Text: A Survey of Tools and Techniques—0
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All datasetsAWARESemEval 2014 Task 4 Laptop

Benchmark Results

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