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

Showing 51100 of 160 papers

TitleStatusHype
Progressive Self-Training with Discriminator for Aspect Term Extraction0
Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading ComprehensionCode0
SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis0
Towards Learning Terminological Concept Systems from Multilingual Natural Language TextCode0
Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images0
Transforming Term Extraction: Transformer-Based Approaches to Multilingual Term Extraction Across DomainsCode1
Bridge-Based Active Domain Adaptation for Aspect Term ExtractionCode0
Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionCode1
A Case Study in Bootstrapping Ontology Graphs from Textbooks0
Target-specified Sequence Labeling with Multi-head Self-attention for Target-oriented Opinion Words ExtractionCode0
Question-Driven Span Labeling Model for Aspect–Opinion Pair Extraction0
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction0
Unsupervised Technical Domain Terms Extraction using Term ExtractorCode1
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis0
Graph Based Automatic Domain Term Extraction0
Constituency Lattice Encoding for Aspect Term ExtractionCode0
BAN-ABSA: An Aspect-Based Sentiment Analysis dataset for Bengali and it's baseline evaluation0
Enhancing Aspect Term Extraction with Soft Prototypes0
Aspect-Based Argument MiningCode0
Automatic Extraction of Agriculture Terms from Domain Text: A Survey of Tools and Techniques0
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment AnalysisCode1
What if we had no Wikipedia? Domain-independent Term Extraction from a Large News Corpus0
Categorisation of Bulgarian Legislative Documents0
Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment AnalysisCode1
Predicting Degrees of Technicality in Automatic Terminology Extraction0
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision0
Unsupervised Neural Aspect Search with Related Terms Extraction0
Developing an Arabic Infectious Disease Ontology to Include Non-Standard Terminology0
Dataset Creation and Evaluation of Aspect Based Sentiment Analysis in Telugu, a Low Resource Language0
A Term Extraction Approach to Survey Analysis in Health Care0
Multilingualization of Medical Terminology: Semantic and Structural Embedding Approaches0
Varying Vector Representations and Integrating Meaning Shifts into a PageRank Model for Automatic Term Extraction0
Automatic Term Extraction from Newspaper Corpora: Making the Most of Specificity and Common Features0
Computational Aspects of Frame-based Meaning Representation in Terminology0
TermEval 2020: Shared Task on Automatic Term Extraction Using the Annotated Corpora for Term Extraction Research (ACTER) Dataset0
TermEval 2020: RACAI's automatic term extraction system0
TermPortal: A Workbench for Automatic Term Extraction from Icelandic Texts0
TermEval 2020: Using TSR Filtering Method to Improve Automatic Term Extraction0
TermEval 2020: TALN-LS2N System for Automatic Term Extraction0
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation0
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment AnalysisCode0
A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment AnalysisCode1
Distributional semantic modeling: a revised technique to train term/word vector space models applying the ontology-related approach0
Aspect Term Extraction using Graph-based Semi-Supervised Learning0
A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term ExtractionCode2
My Approach = Your Apparatus? Entropy-Based Topic Modeling on Multiple Domain-Specific Text CollectionsCode0
PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction0
Aspect and Opinion Term Extraction for Hotel Reviews using Transfer Learning and Auxiliary Labels0
Comprehensive Analysis of Aspect Term Extraction Methods using Various Text Embeddings0
Analysing the Impact of Supervised Machine Learning on Automatic Term Extraction: HAMLET vs TermoStat0
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Benchmark Results

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