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Topic Modeling

119 directly classified papers

Papers per year

Papers

Topic-Informed Dialogue Summarization using Topic Distribution and Prompt-based Modeling EMNLP 2023
Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency EMNLP 2023
Great Bibliographies as a Source of Data for the Humanities – NLP in the Analysis of Gender of Book Authors in German Countries and in Poland (1801-2021) EACL 2023
Silence or Outbreak – a Real-Time Emergent Topic Identification System (RealTIS) for Social Media AAAI 2022
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation EMNLP 2022
Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models EMNLP 2022
A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification ACL 2022
Coordinated Topic Modeling EMNLP 2022
Unsupervised Learning under Latent Label Shift NIPS 2022
Meta-Complementing the Semantics of Short Texts in Neural Topic Models NIPS 2022
Knowledge-Aware Bayesian Deep Topic Model NIPS 2022
More Than Words: Collocation Retokenization for Latent Dirichlet Allocation Models ACL 2022
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling AAAI 2021
Extracting Economic Signals from Central Bank Speeches EMNLP 2021
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations EMNLP 2021
Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts EMNLP 2021
RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data EMNLP 2021
Self-Supervised Neural Topic Modeling EMNLP 2021
Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration EMNLP 2020
Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest AAAI 2020
Tracking Disaster Footprints with Social Streaming Data AAAI 2020
Developing a Curated Topic Model for COVID-19 Medical Research Literature EMNLP 2020
Topic Balancing with Additive Regularization of Topic Models ACL 2020
TOMODAPI: A Topic Modeling API to Train, Use and Compare Topic Models EMNLP 2020
Understanding Weekly COVID-19 Concerns through Dynamic Content-Specific LDA Topic Modeling EMNLP 2020