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 126–150 of 160 papers

TitleStatusHype
Unsupervised Aspect Term Extraction with B-LSTM \& CRF using Automatically Labelled Datasets—0
Modeling the dynamics of domain specific terminology in diachronic corpora—0
Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries—0
Annotation of negation in the IULA Spanish Clinical Record Corpus—0
Local-Global Vectors to Improve Unigram Terminology Extraction—0
Featureless Domain-Specific Term Extraction with Minimal Labelled Data—0
Improving Patent Translation using Bilingual Term Extraction and Re-tokenization for Chinese--Japanese—0
Recognition of non-domain phrases in automatically extracted lists of terms—0
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction—0
Rule-based Automatic Multi-word Term Extraction and Lemmatization—0
Rude waiter but mouthwatering pastries! An exploratory study into Dutch Aspect-Based Sentiment Analysis—0
The ACL RD-TEC 2.0: A Language Resource for Evaluating Term Extraction and Entity Recognition Methods—0
Aspect based Sentiment Analysis in Hindi: Resource Creation and Evaluation—0
JATE 2.0: Java Automatic Term Extraction with Apache SolrCode0
Neural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection—0
Building and Applying Profiles Through Term Extraction—0
Technical Term Extraction Using Measures of Neology—0
Requirement Tracing using Term Extraction—0
A Study of Association Measures and their Combination for Arabic MWT Extraction—0
DLIREC: Aspect Term Extraction and Term Polarity Classification System—0
Jargon-Term Extraction by Chunking—0
Evaluating Term Extraction Methods for Interpreters—0
Automatic Term Extraction Combining Different Information (Extraction automatique de termes combinant diff\'erentes informations) [in French]—0
Bootstrapping Term Extractors for Multiple Languages—0
Hot Topics and Schisms in NLP: Community and Trend Analysis with Saffron on ACL and LREC Proceedings—0
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All datasetsAWARESemEval 2014 Task 4 Laptop

Benchmark Results

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