conftrace_

topic evolution

7 papers

Explore in graph

Co-occurring keywords · papers mentioning both

dynamic topic model (3) topic modeling (3) neural topic model (2) topic model (2) text representation (2) word distribution (1) nlp research (1) large language model (1) neural network (1) user guidance (1)

Papers

SPARK: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with LLM-based Agents EMNLP 2025 Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion ACL 2024 A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why? EMNLP 2023 DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance ACL 2023 Neural Dynamic Focused Topic Model AAAI 2023 RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data EMNLP 2021 An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering ACL 2020