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Topic Classification

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Showing 151–186 of 186 papers

TitleStatusHype
Estimating Confidence of Predictions of Individual Classifiers and TheirEnsembles for the Genre Classification Task—0
Evaluating Pixel Language Models on Non-Standardized Languages—0
Expanding the Text Classification Toolbox with Cross-Lingual Embeddings—0
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages—0
From Measurement Instruments to Data: Leveraging Theory-Driven Synthetic Training Data for Classifying Social Constructs—0
Global Health Monitor: A Web-based System for Detecting and Mapping Infectious Diseases—0
How good are Large Language Models on African Languages?—0
HuBERTopic: Enhancing Semantic Representation of HuBERT through Self-supervision Utilizing Topic Model—0
Identifying Opinion-Topics and Polarity of Parliamentary Debate Motions—0
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search—0
Importance of Self-Attention for Sentiment Analysis—0
Improving Short Text Classification With Augmented Data Using GPT-3—0
Improving Topic Classification for Highly Inflective Languages—0
Initializing Convolutional Filters with Semantic Features for Text Classification—0
InsightNet: Structured Insight Mining from Customer Feedback—0
Intra-Topic Variability Normalization based on Linear Projection for Topic Classification—0
Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi—0
Is Language Modeling Enough? Evaluating Effective Embedding Combinations—0
Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling—0
Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks—0
Language Model-Driven Data Pruning Enables Efficient Active Learning—0
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs—0
Longitudinal Analysis of Discussion Topics in an Online Breast Cancer Community using Convolutional Neural Networks—0
Low-dimensional Embodied Semantics for Music and Language—0
Low-Resource Contextual Topic Identification on Speech—0
Low resource language dataset creation, curation and classification: Setswana and Sepedi -- Extended Abstract—0
LTV: Labeled Topic Vector—0
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding—0
MetRoBERTa: Leveraging Traditional Customer Relationship Management Data to Develop a Transit-Topic-Aware Language Model—0
Topic Classification Method for Analyzing Effect of eWOM on Consumer Game Sales—0
Multi-label topic classification for COVID-19 literature with Bioformer—0
Multilingual Few-Shot Learning via Language Model Retrieval—0
Multilingual Model Using Cross-Task Embedding Projection—0
Multilingual Topic Classification in X: Dataset and Analysis—0
Multi-task Prompt Words Learning for Social Media Content Generation—0
Near-Term Advances in Quantum Natural Language Processing—0
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