topic modeling

Contextualizing Emerging Trends in Financial News Articles EMNLP 2022 Coordinated Topic Modeling EMNLP 2022 DartmouthCS at SemEval-2022 Task 8: Predicting Multilingual News Article Similarity with Meta-Information and Translation SemEval 2022 Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media NAACL 2022 Disentangled Variational Topic Inference for Topic-Accurate Financial Report Generation EMNLP 2022 Don’t Drop the Topic - The Role of the Prompt in Argument Identification in Student Writing NAACL 2022 Enhancing Digital History – Event discovery via Topic Modeling and Change Detection AACL 2022 Explicit Use of Topicality in Dialogue Response Generation NAACL 2022 Finding Scientific Topics in Continuously Growing Text Corpora COLING 2022 Impacts of Low Socio-economic Status on Educational Outcomes: A Narrative Based Analysis EMNLP 2022 Infinite SCAN: An Infinite Model of Diachronic Semantic Change EMNLP 2022 Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics NAACL 2022 Knowledge-Aware Bayesian Deep Topic Model NeurIPS 2022 Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables EMNLP 2022 Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022 Meta-Complementing the Semantics of Short Texts in Neural Topic Models NeurIPS 2022 Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning EMNLP 2022 More Than Words: Collocation Retokenization for Latent Dirichlet Allocation Models ACL 2022 Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents AACL 2022 NEWTS: A Corpus for News Topic-Focused Summarization ACL 2022 Nonparametric Forest-Structured Neural Topic Modeling COLING 2022 Nonsuicidal Self-Injury and Substance Use Disorders: A Shared Language of Addiction NAACL 2022 Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge ACL 2022 Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings ICLR 2022 Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds NAACL 2022