topic model

Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence Embeddings NAACL 2024 On Fake News Detection with LLM Enhanced Semantics Mining EMNLP 2024 Putting Back the Stops: Integrating Syntax with Neural Topic Models IJCAI 2024 SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic Model EACL 2024 Topic-Aware Causal Intervention for Counterfactual Detection EMNLP 2024 Topic-guided Example Selection for Domain Adaptation in LLM-based Machine Translation EACL 2024 Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process ICML 2023 Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency EMNLP 2023 Efficient Algorithms for Sparse Moment Problems without Separation COLT 2023 How Do Transformers Learn Topic Structure: Towards a Mechanistic Understanding ICML 2023 Interactive Concept Learning for Uncovering Latent Themes in Large Text Collections ACL 2023 Large-Scale Correlation Analysis of Automated Metrics for Topic Models ACL 2023 Neural Dynamic Focused Topic Model AAAI 2023 Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews ACL 2023 Refined Mechanism Design for Approximately Structured Priors via Active Regression NeurIPS 2023 Reinforcement Learning for Topic Models ACL 2023 Revisiting Automated Topic Model Evaluation with Large Language Models EMNLP 2023 Scale-Invariant Infinite Hierarchical Topic Model ACL 2023 Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient NeurIPS 2022 Are Neural Topic Models Broken? EMNLP 2022 A Statistical Approach for Optimal Topic Model Identification JMLR 2022 BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification COLING 2022 CATVI: Conditional and Adaptively Truncated Variational Inference for Hierarchical Bayesian Nonparametric Models AISTATS 2022 Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022 HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding NeurIPS 2022