HiTR: Hierarchical Topic Model Re-estimation for Measuring Topical Diversity of Documents Oct 12, 2018 Diversity Topic Models
Code Code Available 5 Identifying Emergent Research Trends by Key Authors and Phrases Aug 1, 2018 Articles Information Retrieval
Code Code Available 5 GINopic: Topic Modeling with Graph Isomorphism Network Apr 2, 2024 Topic Models
Code Code Available 5 Guaranteed inference in topic models Dec 10, 2015 Topic Models
Code Code Available 5 Generative Topic Embedding: a Continuous Representation of Documents Aug 1, 2016 Document Classification Topic Models
Code Code Available 5 Grammar induction from (lots of) words alone Dec 1, 2016 Language Acquisition POS
Code Code Available 5 Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling Apr 11, 2021 Classification Cross-Lingual Transfer
Code Code Available 5 Computing Web-scale Topic Models using an Asynchronous Parameter Server May 24, 2016 Information Retrieval Retrieval
Code Code Available 5 A Large-Scale Sensitivity Analysis on Latent Embeddings and Dimensionality Reductions for Text Spatializations Jul 25, 2024 Descriptive Dimensionality Reduction
Code Code Available 5 Gaussian LDA for Topic Models with Word Embeddings Jul 1, 2015 Topic Models Word Embeddings
Code Code Available 5 GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model Oct 1, 2018 Recommendation Systems Topic Models
Code Code Available 5 CATVI: Conditional and Adaptively Truncated Variational Inference for Hierarchical Bayesian Nonparametric Models Jan 13, 2020 Clustering Topic Models
Code Code Available 5 Coherence-Aware Neural Topic Modeling Sep 7, 2018 Topic Models Variational Inference
Code Code Available 5 Constrained Relational Topic Models Feb 1, 2020 Document Classification Topic Models
Code Code Available 5 Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections Aug 19, 2015 Topic Models
Code Code Available 5 An Ontology-Based Recommender System with an Application to the Star Trek Television Franchise Jul 31, 2018 Collaborative Filtering Recommendation Systems
Code Code Available 5 Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions Feb 27, 2018 Clustering Outlier Detection
Code Code Available 5 Contextualized Topic Coherence Metrics May 23, 2023 Topic Models
Code Code Available 5 Familia: An Open-Source Toolkit for Industrial Topic Modeling Jul 31, 2017 Model Selection Topic Models
Code Code Available 5 Federated Neural Topic Models Dec 5, 2022 Diversity Topic Models
Code Code Available 5 Improving Contextualized Topic Models with Negative Sampling Mar 27, 2023 Diversity Topic Models
Code Code Available 5 Evaluating Topic Quality with Posterior Variability Sep 8, 2019 Bayesian Inference Topic Models
Code Code Available 5 Know thy corpus! Robust methods for digital curation of Web corpora Mar 13, 2020 Genre classification Topic Models
Code Code Available 5 Large-Scale Evaluation of Topic Models and Dimensionality Reduction Methods for 2D Text Spatialization Jul 17, 2023 Dimensionality Reduction Semantic Similarity
Code Code Available 5 Explainable and Discourse Topic-aware Neural Language Understanding Jun 18, 2020 Document Classification Language Modeling
Code Code Available 5 Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-Training Sep 1, 2019 Aspect Category Detection Opinion Mining
Code Code Available 5 LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Jun 13, 2024 Language Modeling Language Modelling
Code Code Available 5 Locating the Leading Edge of Cultural Change Nov 22, 2024 Topic Models
Code Code Available 5 MetaLDA: a Topic Model that Efficiently Incorporates Meta information Sep 19, 2017 Topic Models Word Embeddings
Code Code Available 5 EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation Dec 9, 2020 document understanding Information Retrieval
Code Code Available 5 Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec May 6, 2016 Topic Models Word Embeddings
Code Code Available 5 Discriminative Topic Mining via Category-Name Guided Text Embedding Aug 20, 2019 Document Classification General Classification
Code Code Available 5 Cutting through the noise to motivate people: A comprehensive analysis of COVID-19 social media posts de/motivating vaccination Jun 15, 2024 Misinformation Stance Detection
Code Code Available 5 Aspect Sentiment Model for Micro Reviews Jun 14, 2018 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 5 Nested Variational Autoencoder for Topic Modeling on Microtexts with Word Vectors May 1, 2019 Topic Models Word Embeddings
Code Code Available 5 Deep Dirichlet Multinomial Regression Jun 1, 2018 Articles regression
Code Code Available 5 Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings Nov 1, 2021 Decoder Machine Translation
Code Code Available 5 Neural Models for Documents with Metadata May 25, 2017 Articles Topic Models
Code Code Available 5 Evaluating Negative Sampling Approaches for Neural Topic Models Mar 23, 2025 Document Classification Topic Models
Code Code Available 5 Exploring conversation topics in conversational artificial intelligence–Based social mediated communities of practice May 11, 2022 Topic Models valid
Code Code Available 5 AOBTM: Adaptive Online Biterm Topic Modeling for Version Sensitive Short-texts Analysis Sep 13, 2020 Topic Models
Code Code Available 5 Nonparametric Spherical Topic Modeling with Word Embeddings Apr 1, 2016 Topic Models Variational Inference
Code Code Available 5 ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media Jul 1, 2017 Named Entity Recognition (NER) Part-Of-Speech Tagging
Code Code Available 5 A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews Oct 22, 2020 Disentanglement Sentiment Analysis
Code Code Available 5 AOBTM: Adaptive Online Biterm Topic Modeling Method for Version Sensitive Short-texts Analysis Sep 28, 2020 Topic Models
Code Code Available 5 On-line Trend Analysis with Topic Models: \#twitter Trends Detection Topic Model Online Dec 1, 2012 Topic Models
Code Code Available 5 Detecting Perspectives in Political Debates Sep 1, 2017 Topic Models
Code Code Available 5 ATD: Anomalous Topic Discovery in High Dimensional Discrete Data Dec 20, 2015 Anomaly Detection Topic Models
Code Code Available 5 ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation Aug 25, 2020 Attribute Computational Efficiency
Code Code Available 5 Exploring Topic Coherence over Many Models and Many Topics Jul 1, 2012 Document Classification Information Retrieval
Code Code Available 5 