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Topic Classification

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Showing 51–100 of 186 papers

TitleStatusHype
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsCode1
Encoding Multi-Domain Scientific Papers by Ensembling Multiple CLS TokensCode0
Benchmarking Multilabel Topic Classification in the Kyrgyz LanguageCode0
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers—0
MetRoBERTa: Leveraging Traditional Customer Relationship Management Data to Develop a Transit-Topic-Aware Language Model—0
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport—0
Towards Open-Domain Topic Classification—0
Multilingual Few-Shot Learning via Language Model Retrieval—0
Monolingual and Cross-Lingual Knowledge Transfer for Topic Classification—0
Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and SiswatiCode0
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs—0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain—0
Zero-Shot Text Classification via Self-Supervised TuningCode1
A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero ShotCode0
Quantifying the Dissimilarity of TextsCode0
MasakhaNEWS: News Topic Classification for African languagesCode1
Deep Learning for Opinion Mining and Topic Classification of Course Reviews—0
When Crowd Meets Persona: Creating a Large-Scale Open-Domain Persona Dialogue Corpus—0
Topic Segmentation Model Focusing on Local Context—0
QBERT: Generalist Model for Processing Questions—0
TEMPERA: Test-Time Prompting via Reinforcement LearningCode1
TCBERT: A Technical Report for Chinese Topic Classification BERT—0
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification—0
Hierarchical Multi-Label Classification of Scientific DocumentsCode1
Conformal Predictor for Improving Zero-shot Text Classification Efficiency—0
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based MethodsCode0
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient KoreaCode1
Twitter Topic Classification—0
Non-Parametric Temporal Adaptation for Social Media Topic Classification—0
CTM - A Model for Large-Scale Multi-View Tweet Topic Classification—0
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification—0
Near-Term Advances in Quantum Natural Language Processing—0
Estimating Confidence of Predictions of Individual Classifiers and TheirEnsembles for the Genre Classification Task—0
FrameASt: A Framework for Second-level Agenda Setting in Parliamentary Debates through the Lense of Comparative Agenda TopicsCode0
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
Polyglot Prompt: Multilingual Multitask PrompTrainingCode1
Multi-label topic classification for COVID-19 literature with Bioformer—0
Label Semantic Aware Pre-training for Few-shot Text ClassificationCode1
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-TuningCode1
Prototypical Verbalizer for Prompt-based Few-shot TuningCode4
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
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