Exploring Thematic Coherence in Fake News Dec 16, 2020 Topic Models
— Unverified Scalable Cross-lingual Document Similarity through Language-specific Concept Hierarchies Dec 15, 2020 Articles Topic Models
Code Code Available Discovering Airline-Specific Business Intelligence from Online Passenger Reviews: An Unsupervised Text Analytics Approach Dec 14, 2020 Opinion Mining Optical Character Recognition (OCR)
— Unverified A Topic Coverage Approach to Evaluation of Topic Models Dec 11, 2020 Topic coverage Topic Models
Code Code Available EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation Dec 9, 2020 document understanding Information Retrieval
Code Code Available TAN-NTM: Topic Attention Networks for Neural Topic Modeling Dec 2, 2020 Document Classification Keyphrase Generation
— Unverified Semi-Supervised Topic Modeling for Gender Bias Discovery in English and Swedish Dec 1, 2020 Articles Topic Models
— Unverified Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration Dec 1, 2020 Specificity Topic Models
— Unverified Developing a Curated Topic Model for COVID-19 Medical Research Literature Dec 1, 2020 Articles Topic Models
— Unverified Deep Relational Topic Modeling via Graph Poisson Gamma Belief Network Dec 1, 2020 Topic Models
— Unverified Topic modelling discourse dynamics in historical newspapers Nov 20, 2020 Topic Models
— Unverified Rethinking Topic Modelling: From Document-Space to Term-Space Nov 1, 2020 Topic Models Word Embeddings
— Unverified Learning VAE-LDA Models with Rounded Reparameterization Trick Nov 1, 2020 Topic Models
— Unverified Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models Nov 1, 2020 Topic Models
— Unverified Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets Nov 1, 2020 Hate Speech Detection Selection bias
Code Code Available Friendly Topic Assistant for Transformer Based Abstractive Summarization Nov 1, 2020 Abstractive Text Summarization Document Summarization
— Unverified Helping users discover perspectives: Enhancing opinion mining with joint topic models Oct 23, 2020 Opinion Mining Topic Models
— Unverified Topic Modeling with Contextualized Word Representation Clusters Oct 23, 2020 Clustering Topic Models
— Unverified On a Guided Nonnegative Matrix Factorization Oct 22, 2020 Clustering Topic Models
Code Code Available A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews Oct 22, 2020 Disentanglement Sentiment Analysis
Code Code Available Paying down metadata debt: learning the representation of concepts using topic models Oct 9, 2020 Management Topic Models
— Unverified Unification of HDP and LDA Models for Optimal Topic Clustering of Subject Specific Question Banks Oct 4, 2020 Clustering Text Clustering
— Unverified AOBTM: Adaptive Online Biterm Topic Modeling Method for Version Sensitive Short-texts Analysis Sep 28, 2020 Topic Models
Code Code Available AOBTM: Adaptive Online Biterm Topic Modeling for Version Sensitive Short-texts Analysis Sep 13, 2020 Topic Models
Code Code Available ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation Aug 25, 2020 Attribute Computational Efficiency
Code Code Available A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings Aug 11, 2020 Sentiment Analysis Sentiment Classification
Code Code Available Context Reinforced Neural Topic Modeling over Short Texts Aug 11, 2020 text-classification Text Classification
Code Code Available BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation Aug 5, 2020 Diversity Segmentation
— Unverified Better Early than Late: Fusing Topics with Word Embeddings for Neural Question Paraphrase Identification Jul 22, 2020 Community Question Answering Paraphrase Identification
— Unverified Semi-Supervised Learning Approach to Discover Enterprise User Insights from Feedback and Support Jul 18, 2020 Clustering Cultural Vocal Bursts Intensity Prediction
— Unverified The Sparse Hausdorff Moment Problem, with Application to Topic Models Jul 16, 2020 2k Topic Models
— Unverified Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features Relate Jul 15, 2020 Survival Analysis Time-to-Event Prediction
Code Code Available Automatic Poetry Generation from Prosaic Text Jul 1, 2020 Language Modeling Language Modelling
— Unverified Neural-DINF: A Neural Network based Framework for Measuring Document Influence Jul 1, 2020 Topic Models Word Embeddings
— Unverified Topic Balancing with Additive Regularization of Topic Models Jul 1, 2020 Topic Models
— Unverified Explainable and Discourse Topic-aware Neural Language Understanding Jun 18, 2020 Document Classification Language Modeling
Code Code Available Modelling Grocery Retail Topic Distributions: Evaluation, Interpretability and Stability May 4, 2020 Clustering Topic Models
— Unverified Legal-ES: A Set of Large Scale Resources for Spanish Legal Text Processing May 1, 2020 Navigate Semantic Similarity
— Unverified Indirect Identification of Psychosocial Risks from Natural Language Apr 30, 2020 Multiple-choice Topic Models
— Unverified Know thy corpus! Robust methods for digital curation of Web corpora Mar 13, 2020 Genre classification Topic Models
Code Code Available Generalized Gumbel-Softmax Gradient Estimator for Generic Discrete Random Variables Mar 4, 2020 Topic Models
— Unverified Gaussian Hierarchical Latent Dirichlet Allocation: Bringing Polysemy Back Feb 25, 2020 Topic Models
— Unverified Conversational Structure Aware and Context Sensitive Topic Model for Online Discussions Feb 6, 2020 Topic Models
— Unverified Constrained Relational Topic Models Feb 1, 2020 Document Classification Topic Models
Code Code Available Optimal estimation of sparse topic models Jan 22, 2020 Dimensionality Reduction Topic Models
— Unverified Random-walk Based Generative Model for Classifying Document Networks Jan 21, 2020 Topic Models
— Unverified VSEC-LDA: Boosting Topic Modeling with Embedded Vocabulary Selection Jan 15, 2020 Topic Models
— Unverified CATVI: Conditional and Adaptively Truncated Variational Inference for Hierarchical Bayesian Nonparametric Models Jan 13, 2020 Clustering Topic Models
Code Code Available Topic Extraction of Crawled Documents Collection using Correlated Topic Model in MapReduce Framework Jan 6, 2020 Topic Models
— Unverified Topic Models with Survival Supervision: Archetypal Analysis and Neural Approaches Jan 1, 2020 Survival Analysis Time-to-Event Prediction
— Unverified 