topic model

Infinite SCAN: An Infinite Model of Diachronic Semantic Change EMNLP 2022 Interactively Uncovering Latent Arguments in Social Media Platforms: A Case Study on the Covid-19 Vaccine Debate EMNLP 2022 Knowledge Distillation via Constrained Variational Inference AAAI 2022 Meta-Complementing the Semantics of Short Texts in Neural Topic Models NeurIPS 2022 Seeded Hierarchical Clustering for Expert-Crafted Taxonomies EMNLP 2022 You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis EMNLP 2022 A Case Study of Analysis of Construals in Language on Social Media Surrounding a Crisis Event ACL 2021 BART-TL: Weakly-Supervised Topic Label Generation EACL 2021 Bayesian Text Classification and Summarization via A Class-Specified Topic Model JMLR 2021 Bayesian Topic Regression for Causal Inference EMNLP 2021 Contrastive Estimation Reveals Topic Posterior Information to Linear Models JMLR 2021 Cross-structural Factor-topic Model: Document Analysis with Sophisticated Covariates ACML 2021 Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection ACL 2021 EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering ACL 2021 EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation AAAI 2021 Evaluation of Thematic Coherence in Microblogs ACL 2021 Finding k in Latent $k-$ polytope ICML 2021 Generalisability of Topic Models in Cross-corpora Abusive Language Detection NAACL 2021 HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations EMNLP 2021 Improving Privacy Guarantee and Efficiency of Latent Dirichlet Allocation Model Training Under Differential Privacy EMNLP 2021 Inductive Topic Variational Graph Auto-Encoder for Text Classification NAACL 2021 Method of Moments for Topic Models with Mixed Discrete and Continuous Features IJCAI 2021 Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings ACL 2021 Neural Attention-Aware Hierarchical Topic Model EMNLP 2021 OCTIS: Comparing and Optimizing Topic models is Simple! EACL 2021