LDA2Net: Digging under the surface of COVID-19 topics in scientific literature Dec 2, 2021 Topic Models
— Unverified Principled Analysis of Energy Discourse across Domains with Thesaurus-based Automatic Topic Labeling Dec 1, 2021 Topic Models
Code Code Available Bilingual Topic Models for Comparable Corpora Nov 30, 2021 Cross-Lingual Word Embeddings Retrieval
— Unverified Topic Driven Adaptive Network for Cross-Domain Sentiment Classification Nov 28, 2021 Classification Domain Adaptation
— Unverified Keyword Assisted Embedded Topic Model Nov 22, 2021 model Topic Models
Code Code Available HTMOT : Hierarchical Topic Modelling Over Time Nov 22, 2021 Topic Models
— Unverified Community-Detection via Hashtag-Graphs for Semi-Supervised NMF Topic Models Nov 17, 2021 Community Detection Topic Models
— Unverified Exploring Topic-Metadata Relationships with the STM: A Bayesian Approach Nov 16, 2021 regression Topic Models
— Unverified Improving Neural Topic Models by Contrastive Learning with BERT Nov 16, 2021 Contrastive Learning Topic Models
— Unverified Towards Improving Topic Models with the BERT-based Neural Topic Encoder Nov 16, 2021 Topic Models
— Unverified Neural Dynamic Focused Topic Model Nov 16, 2021 model Topic Models
— Unverified Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge Nov 16, 2021 Topic Models Word Embeddings
— Unverified Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics Nov 16, 2021 Clustering Sentence
— Unverified Forecasting Crude Oil Price Using Event Extraction Nov 14, 2021 Event Extraction Sentiment Analysis
— Unverified Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings Nov 1, 2021 Decoder Machine Translation
Code Code Available Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts Nov 1, 2021 Topic Models Variational Inference
— Unverified HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations Nov 1, 2021 Information Retrieval Language Modelling
Code Code Available Self-Supervised Neural Topic Modeling Nov 1, 2021 Clustering Topic Models
— Unverified An Uncertainty-Aware Encoder for Aspect Detection Nov 1, 2021 Opinion Mining Topic Models
Code Code Available TopicNet: Semantic Graph-Guided Topic Discovery Oct 27, 2021 Inductive Bias Topic Models
Code Code Available Recommender Systems meet Mechanism Design Oct 25, 2021 Recommendation Systems Topic Models
— Unverified Contrastive Learning for Neural Topic Model Oct 25, 2021 Contrastive Learning model
Code Code Available SocialVisTUM: An Interactive Visualization Toolkit for Correlated Neural Topic Models on Social Media Opinion Mining Oct 20, 2021 Opinion Mining Topic Models
— Unverified n-stage Latent Dirichlet Allocation: A Novel Approach for LDA Oct 16, 2021 Sentiment Analysis Text Classification
Code Code Available Neural Attention-Aware Hierarchical Topic Model Oct 14, 2021 model Sentence
— Unverified Topic Model Supervised by Understanding Map Oct 12, 2021 model Topic Models
— Unverified Learning Topic Models: Identifiability and Finite-Sample Analysis Oct 8, 2021 Topic Models
— Unverified Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences Oct 4, 2021 Management Topic Models
— Unverified One Objective for All Models --- Self-supervised Learning for Topic Models Sep 29, 2021 All Self-Supervised Learning
— Unverified Generating Scenes with Latent Object Models Sep 29, 2021 Object Re-Ranking
— Unverified Evaluation of Non-Negative Matrix Factorization and n-stage Latent Dirichlet Allocation for Emotion Analysis in Turkish Tweets Sep 27, 2021 Emotion Recognition Sentiment Analysis
— Unverified Towards Explainable Scientific Venue Recommendations Sep 21, 2021 Recommendation Systems Topic Models
— Unverified Evolution of topics in central bank speech communication Sep 21, 2021 Topic Models
— Unverified Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration Sep 13, 2021 Diversity Paraphrase Generation
Code Code Available An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures Sep 1, 2021 Bayesian Optimization Topic Models
— Unverified Apples to Apples: A Systematic Evaluation of Topic Models Sep 1, 2021 Diversity Topic Models
Code Code Available Chronic Pain and Language: A Topic Modelling Approach to Personal Pain Descriptions Sep 1, 2021 Management Topic Models
— Unverified Benchmarking Neural Topic Models: An Empirical Study Aug 1, 2021 Benchmarking Topic Models
— Unverified A Case Study of Analysis of Construals in Language on Social Media Surrounding a Crisis Event Aug 1, 2021 Topic Models
— Unverified Spurious Correlations in Cross-Topic Argument Mining Aug 1, 2021 Argument Mining Topic Models
Code Code Available Measuring daily-life fear perception change: a computational study in the context of COVID-19 Jul 27, 2021 Decision Making Topic Models
— Unverified Likelihood estimation of sparse topic distributions in topic models and its applications to Wasserstein document distance calculations Jul 12, 2021 Topic Models
— Unverified Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence Jul 5, 2021 Topic Models
Code Code Available Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network Jun 30, 2021 Topic Models Variational Inference
Code Code Available Generalisability of Topic Models in Cross-corpora Abusive Language Detection Jun 1, 2021 Abuse Detection Abusive Language
— Unverified Topic Model or Topic Twaddle? Re-evaluating Semantic Interpretability Measures Jun 1, 2021 Topic Models
— Unverified A Query-Driven Topic Model May 28, 2021 model Topic Models
— Unverified Non-negative matrix factorization algorithms greatly improve topic model fits May 27, 2021 parameter estimation Topic Models
Code Code Available Is Automated Topic Model Evaluation Broken? The Incoherence of Coherence May 21, 2021 Topic Models
Code Code Available Have you tried Neural Topic Models? Comparative Analysis of Neural and Non-Neural Topic Models with Application to COVID-19 Twitter Data May 21, 2021 Topic Models
— Unverified 