conftrace_

topic model

290 papers

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Co-occurring keywords

topic modeling (461) latent dirichlet allocation (171) variational inference (2069) bayesian inference (1907) gibbs sampling (201) word embedding (1764) document classification (202) hierarchical dirichlet process (49) topic coherence (57) probabilistic modeling (852)

Papers

Interactively Uncovering Latent Arguments in Social Media Platforms: A Case Study on the Covid-19 Vaccine Debate EMNLP 2022
Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022
You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis EMNLP 2022
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding NIPS 2022
OCTIS: Comparing and Optimizing Topic models is Simple! EACL 2021
Contrastive Estimation Reveals Topic Posterior Information to Linear Models JMLR 2021
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering IJCNLP 2021
A Case Study of Analysis of Construals in Language on Social Media Surrounding a Crisis Event IJCNLP 2021
Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection ACL 2021
TopicNet: Semantic Graph-Guided Topic Discovery NIPS 2021
RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data EMNLP 2021
Cross-structural Factor-topic Model: Document Analysis with Sophisticated Covariates ACML 2021
Inductive Topic Variational Graph Auto-Encoder for Text Classification NAACL 2021
Improving Privacy Guarantee and Efficiency of Latent Dirichlet Allocation Model Training Under Differential Privacy EMNLP 2021
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering ACL 2021
Neural Attention-Aware Hierarchical Topic Model EMNLP 2021
Bayesian Topic Regression for Causal Inference EMNLP 2021
BART-TL: Weakly-Supervised Topic Label Generation EACL 2021
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations EMNLP 2021
Self-Supervised Neural Topic Modeling EMNLP 2021
Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings ACL 2021
Evaluation of Thematic Coherence in Microblogs ACL 2021
A Case Study of Analysis of Construals in Language on Social Media Surrounding a Crisis Event ACL 2021
Bayesian Text Classification and Summarization via A Class-Specified Topic Model JMLR 2021
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation AAAI 2021