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Topic Classification

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Showing 101–150 of 186 papers

TitleStatusHype
Estimating Confidence of Predictions of Individual Classifiers and TheirEnsembles for the Genre Classification Task—0
Leveraging QA Datasets to Improve Generative Data AugmentationCode0
Improving Short Text Classification With Augmented Data Using GPT-3—0
Sentence-level Privacy for Document Embeddings—0
CTM -- A Model for Large-Scale Multi-View Tweet Topic Classification—0
Clause Topic Classification in German and English Standard Form Contracts—0
Multi-label topic classification for COVID-19 literature with Bioformer—0
Unsupervised Keyphrase Extraction via Interpretable Neural NetworksCode0
Unlearnable Text for Neural Classifiers—0
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification—0
Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer ModelsCode0
Sentence-level Privacy for Document Embeddings—0
Prototypical Verbalizer for Prompt-based Few-shot Tuning—0
CTM - A Model for Large-Scale Multi-View Tweet Topic Classification—0
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification—0
BagBERT: BERT-based bagging-stacking for multi-topic classificationCode0
Using Listeners’ Interpretations in Topic Classification of Song Lyrics—0
n-stage Latent Dirichlet Allocation: A Novel Approach for LDACode0
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification—0
Multi-granular Legal Topic Classification on Greek LegislationCode0
A Robust Cybersecurity Topic Classification ToolCode0
Topic Classification on Spoken Documents Using Deep Acoustic and Linguistic Features—0
An Emotional Comfort Framework for Improving User Satisfaction in E-Commerce Customer Service Chatbots—0
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding—0
Are Classes Clusters?—0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic ModelingCode0
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models—0
Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance WeightingCode0
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African LanguagesCode0
A Comparison of Synthetic Oversampling Methods for Multi-class Text Classification—0
Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge—0
AWS CORD-19 Search: A Neural Search Engine for COVID-19 Literature—0
ConCET: Entity-Aware Topic Classification for Open-Domain Conversational AgentsCode0
Is Language Modeling Enough? Evaluating Effective Embedding Combinations—0
Give your Text Representation Models some Love: the Case for BasqueCode0
Low resource language dataset creation, curation and classification: Setswana and Sepedi -- Extended Abstract—0
Ontology Extraction and Usage in the Scholarly Knowledge Domain—0
Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi—0
Sequence Labeling Approach to the Task of Sentence Boundary DetectionCode0
Simultaneous Identification of Tweet Purpose and Position—0
Global Health Monitor: A Web-based System for Detecting and Mapping Infectious Diseases—0
Deep Learning versus Traditional Classifiers on Vietnamese Students' Feedback Corpus—0
Multilingual Model Using Cross-Task Embedding Projection—0
An Overview of the Active Gene Annotation Corpus and the BioNLP OST 2019 AGAC Track TasksCode0
Bidirectional Context-Aware Hierarchical Attention Network for Document UnderstandingCode0
Neural News Recommendation with Topic-Aware News Representation—0
Low-dimensional Embodied Semantics for Music and Language—0
The Strength of the Weakest Supervision: Topic Classification Using Class Labels—0
Leap-LSTM: Enhancing Long Short-Term Memory for Text CategorizationCode0
Topic Classification from Text Using Decision Tree, K-NN and Multinomial Naïve BayesCode0
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