topic modeling

Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature COLING 2022 TopicKS: Topic-driven Knowledge Selection for Knowledge-grounded Dialogue Generation Interspeech 2022 Topic Modeling by Clustering Language Model Embeddings: Human Validation on an Industry Dataset EMNLP 2022 Topic Modeling With Topological Data Analysis EMNLP 2022 TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference ACL 2022 Towards Reinterpreting Neural Topic Models via Composite Activations EMNLP 2022 Twitter Topic Classification COLING 2022 Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models EMNLP 2022 Unsupervised Learning under Latent Label Shift NeurIPS 2022 Adaptive Mixed Component LDA for Low Resource Topic Modeling EACL 2021 Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews EACL 2021 A Mixed-Methods Analysis of Western and Hong Kong–based Reporting on the 2019–2020 Protests EMNLP 2021 An unsupervised framework for tracing textual sources of moral change EMNLP 2021 Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management EACL 2021 Changing the Mind of Transformers for Topically-Controllable Language Generation EACL 2021 Characterizing News Portrayal of Civil Unrest in Hong Kong, 1998–2020 ACL 2021 Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations EACL 2021 Contrastive Estimation Reveals Topic Posterior Information to Linear Models JMLR 2021 Corpus-based Open-Domain Event Type Induction EMNLP 2021 Cross-lingual Contextualized Topic Models with Zero-shot Learning EACL 2021 Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection ACL 2021 Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings EMNLP 2021 Evaluation of Thematic Coherence in Microblogs ACL 2021 Extracting Economic Signals from Central Bank Speeches EMNLP 2021 Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts EMNLP 2021