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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 101–150 of 160 papers

TitleStatusHype
Term-Based Extraction of Medical Information: Pre-Operative Patient Education Use Case—0
Feature-Less End-to-End Nested Term ExtractionCode0
Evaluating Automatic Term Extraction Methods on Individual Documents—0
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak SupervisionCode0
Exploring Sequence-to-Sequence Learning in Aspect Term Extraction—0
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment AnalysisCode1
A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and DomainsCode1
KAS-term: Extracting Slovene Terms from Doctoral Theses via Supervised Machine Learning—0
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-ExtractionCode0
SURel: A Gold Standard for Incorporating Meaning Shifts into Term Extraction—0
Language-Agnostic Model for Aspect-Based Sentiment Analysis—0
Towards a One-stop Solution to Both Aspect Extraction and Sentiment Analysis Tasks with Neural Multi-task Learning—0
Global Inference for Aspect and Opinion Terms Co-Extraction Based on Multi-Task Neural Networks—0
Aspect Sentiment Model for Micro ReviewsCode0
Improving Aspect Term Extraction with Bidirectional Dependency Tree RepresentationCode0
Aspect Term Extraction with History Attention and Selective TransformationCode0
A Gold Standard for Multilingual Automatic Term Extraction from Comparable Corpora: Term Structure and Translation Equivalents—0
SemRe-Rank: Improving Automatic Term Extraction By Incorporating Semantic Relatedness With Personalised PageRankCode1
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews—0
Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision—0
Aspect-Based Sentiment Analysis Using a Two-Step Neural Network Architecture—0
Aspect-Based Relational Sentiment Analysis Using a Stacked Neural Network ArchitectureCode0
Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets—0
Towards an integrated pipeline for aspect-based sentiment analysis in various domains—0
Unsupervised Aspect Term Extraction with B-LSTM \& CRF using Automatically Labelled Datasets—0
Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction—0
Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries—0
Modeling the dynamics of domain specific terminology in diachronic corpora—0
Annotation of negation in the IULA Spanish Clinical Record Corpus—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
Local-Global Vectors to Improve Unigram Terminology Extraction—0
Recognition of non-domain phrases in automatically extracted lists of terms—0
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction—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
Rude waiter but mouthwatering pastries! An exploratory study into Dutch Aspect-Based Sentiment Analysis—0
Rule-based Automatic Multi-word Term Extraction and Lemmatization—0
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
Jargon-Term Extraction by Chunking—0
Evaluating Term Extraction Methods for Interpreters—0
DLIREC: Aspect Term Extraction and Term Polarity Classification System—0
Automatic Term Extraction Combining Different Information (Extraction automatique de termes combinant diff\'erentes informations) [in French]—0
Hot Topics and Schisms in NLP: Community and Trend Analysis with Saffron on ACL and LREC Proceedings—0
Bootstrapping Term Extractors for Multiple Languages—0
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All datasetsAWARESemEval 2014 Task 4 Laptop

Benchmark Results

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