topic modeling

Ethical thematic and topic modelling analysis of sleep concerns in a social media derived suicidality dataset EACL 2024 Evaluating Dynamic Topic Models ACL 2024 Explaining Datasets in Words: Statistical Models with Natural Language Parameters NeurIPS 2024 Exploring Neural Topic Modeling on a Classical Latin Corpus COLING 2024 FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model NeurIPS 2024 FoTo: Targeted Visual Topic Modeling for Focused Analysis of Short Texts COLING 2024 GCD-TM: Graph-Driven Community Detection for Topic Modelling in Psychiatry Texts EMNLP 2024 GINopic: Topic Modeling with Graph Isomorphism Network NAACL 2024 Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic ACL 2024 Historical Portrayal of Greek Tourism through Topic Modeling on International Newspapers EACL 2024 Human in the Loop: How to Effectively Create Coherent Topics by Manually Labeling Only a Few Documents per Class COLING 2024 Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling COLING 2024 Labeling Results of Topic Models: Word Sense Disambiguation as Key Method for Automatic Topic Labeling with GermaNet COLING 2024 Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction ACL 2024 Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace ICLR 2024 Noise, Novels, Numbers. A Framework for Detecting and Categorizing Noise in Danish and Norwegian Literature EMNLP 2024 Personalized Topic Selection Model for Topic-Grounded Dialogue ACL 2024 Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Bias EMNLP 2024 Putting Back the Stops: Integrating Syntax with Neural Topic Models IJCAI 2024 Relation between Cross-Genre and Cross-Topic Transfer in Dependency Parsing COLING 2024 Revealing COVID-19’s Social Dynamics: Diachronic Semantic Analysis of Vaccine and Symptom Discourse on Twitter EMNLP 2024 RoBERT2VecTM: A Novel Approach for Topic Extraction in Islamic Studies EMNLP 2024 STREAM: Simplified Topic Retrieval, Exploration, and Analysis Module ACL 2024 TafsirExtractor: Text Preprocessing Pipeline preparing Classical Arabic Literature for Machine Learning Applications COLING 2024 TARN-VIST: Topic Aware Reinforcement Network for Visual Storytelling COLING 2024