conftrace_

topic distribution

10 papers

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Co-occurring keywords · papers mentioning both

topic modeling (7) short text (2) large language model (2) neural topic model (2) semantic shift detection (1) sense disambiguation (1) trajectory softmax (1) data sparsity (1) topic discovery (1) conversational modeling (1)

Papers

Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025 GloCOM: A Short Text Neural Topic Model via Global Clustering Context NAACL 2025 LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025 ConvNTM: Conversational Neural Topic Model AAAI 2023 Topic-Informed Dialogue Summarization using Topic Distribution and Prompt-based Modeling EMNLP 2023 Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning EMNLP 2022 Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest AAAI 2020 AutoSense Model for Word Sense Induction AAAI 2019 Learning Word Representations with Regularization from Prior Knowledge CoNLL 2017 Predicting Restaurant Consumption Level through Social Media Footprints COLING 2016