conftrace_

dynamic topic model

13 papers

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Also known as

DTM

Co-occurring keywords · papers mentioning both

topic modeling (7) semantic change (3) topic evolution (3) topic model (3) bayesian inference (3) variational inference (3) neural topic model (2) gaussian process (2) bayesian model (2) text representation (2)

Papers

Beyond Coherence: Improving Temporal Consistency and Interpretability in Dynamic Topic Models EACL 2026 DVI-DTM: Dual-View Representation Learning for Interpretable Short Text Dynamic Topic Modeling ACL 2026 Dynamic embedded topic models and change-point detection for exploring literary-historical hypotheses EACL 2024 Evaluating Dynamic Topic Models ACL 2024 Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion ACL 2024 DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance ACL 2023 Neural Dynamic Focused Topic Model AAAI 2023 Infinite SCAN: An Infinite Model of Diachronic Semantic Change EMNLP 2022 Understanding Weekly COVID-19 Concerns through Dynamic Content-Specific LDA Topic Modeling EMNLP 2020 GASC: Genre-Aware Semantic Change for Ancient Greek ACL 2019 Dynamic and Static Topic Model for Analyzing Time-Series Document Collections ACL 2018 Scalable Generalized Dynamic Topic Models AISTATS 2018 Cross-Corpora Unsupervised Learning of Trajectories in Autism Spectrum Disorders JMLR 2016