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
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
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All datasetsAWARESemEval 2014 Task 4 Laptop

Benchmark Results

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