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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
Terminators: Terms of Service Parsing and Auditing Agents—0
Terminology extraction using co-occurrence patterns as predictors of semantic relevance—0
TermPortal: A Workbench for Automatic Term Extraction from Icelandic Texts—0
The ACL RD-TEC 2.0: A Language Resource for Evaluating Term Extraction and Entity Recognition Methods—0
The Quaero Evaluation Initiative on Term Extraction—0
The Recent Advances in Automatic Term Extraction: A survey—0
Towards an integrated pipeline for aspect-based sentiment analysis in various domains—0
Towards a One-stop Solution to Both Aspect Extraction and Sentiment Analysis Tasks with Neural Multi-task Learning—0
Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets—0
Unsupervised Aspect Term Extraction with B-LSTM \& CRF using Automatically Labelled Datasets—0
Unsupervised Data Augmentation for Aspect Based Sentiment Analysis—0
Unsupervised Neural Aspect Search with Related Terms Extraction—0
Unsupervised Term Extraction for Highly Technical Domains—0
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction—0
Varying Vector Representations and Integrating Meaning Shifts into a PageRank Model for Automatic Term Extraction—0
A Case Study in Bootstrapping Ontology Graphs from Textbooks—0
What if we had no Wikipedia? Domain-independent Term Extraction from a Large News Corpus—0
Adapting and evaluating a generic term extraction tool—0
AdaptiSent: Context-Aware Adaptive Attention for Multimodal Aspect-Based Sentiment Analysis—0
A Dataset for Term Extraction in Hindi—0
A Deep Convolutional Neural Network-based Model for Aspect and Polarity Classification in Hausa Movie Reviews—0
A Gold Standard for Multilingual Automatic Term Extraction from Comparable Corpora: Term Structure and Translation Equivalents—0
A Hybrid Approach To Aspect Based Sentiment Analysis Using Transfer Learning—0
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis—0
A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set—0
Analysing the Impact of Supervised Machine Learning on Automatic Term Extraction: HAMLET vs TermoStat—0
Annotation of negation in the IULA Spanish Clinical Record Corpus—0
A Preliminary Survey of Semantic Descriptive Model for Images—0
A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection—0
A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis—0
Aspect and Opinion Term Extraction for Hotel Reviews using Transfer Learning and Auxiliary Labels—0
Aspect and Opinion Term Extraction Using Graph Attention Network—0
Aspect based Sentiment Analysis in Hindi: Resource Creation and Evaluation—0
Aspect-Based Sentiment Analysis Using a Two-Step Neural Network Architecture—0
Aspect Term Extraction for Sentiment Analysis: New Datasets, New Evaluation Measures and an Improved Unsupervised Method—0
Aspect Term Extraction using Graph-based Semi-Supervised Learning—0
A Study of Association Measures and their Combination for Arabic MWT Extraction—0
A Term Extraction Approach to Survey Analysis in Health Care—0
ATESA-BÆRT: A Heterogeneous Ensemble Learning Model for Aspect-Based Sentiment Analysis—0
Automatic Extraction of Agriculture Terms from Domain Text: A Survey of Tools and Techniques—0
Automatic Term Extraction Combining Different Information (Extraction automatique de termes combinant diff\'erentes informations) [in French]—0
Automatic Term Extraction from Newspaper Corpora: Making the Most of Specificity and Common Features—0
Automatic Term Recognition Needs Multiple Evidence—0
AWARE: Aspect-Based Sentiment Analysis Dataset of Apps Reviews for Requirements Elicitation—0
BAN-ABSA: An Aspect-Based Sentiment Analysis dataset for Bengali and it's baseline evaluation—0
Bootstrapping Term Extractors for Multiple Languages—0
Building and Applying Profiles Through Term Extraction—0
Categorisation of Bulgarian Legislative Documents—0
CoastTerm: a Corpus for Multidisciplinary Term Extraction in Coastal Scientific Literature—0
Comparative Study of Domain Driven Terms Extraction Using Large Language Models—0
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All datasetsAWARESemEval 2014 Task 4 Laptop

Benchmark Results

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