An Uncertainty-Aware Encoder for Aspect Detection Nov 1, 2021 Opinion Mining Topic Models
Code Code Available Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality Apr 1, 2014 Machine Translation Reading Comprehension
Code Code Available Automatic Labelling of Topics with Neural Embeddings Dec 16, 2016 Topic Models
Code Code Available Scaling up Dynamic Topic Models Feb 19, 2016 Time Series Time Series Analysis
Code Code Available Searching for Structure in Unfalsifiable Claims Aug 19, 2022 Fact Checking Topic Models
Code Code Available Seeded Poisson Factorization: Leveraging domain knowledge to fit topic models Mar 4, 2025 Computational Efficiency Topic Models
Code Code Available Pólya Urn Latent Dirichlet Allocation: a doubly sparse massively parallel sampler Apr 12, 2017 Topic Models
Code Code Available Diversity-Aware Coherence Loss for Improving Neural Topic Models May 25, 2023 Diversity Topic Models
Code Code Available A Scalable Asynchronous Distributed Algorithm for Topic Modeling Dec 16, 2014 Topic Models
Code Code Available Membership Inference Attacks and Privacy in Topic Modeling Mar 7, 2024 Topic Models
Code Code Available HiTR: Hierarchical Topic Model Re-estimation for Measuring Topical Diversity of Documents Oct 12, 2018 Diversity Topic Models
Code Code Available HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations Nov 1, 2021 Information Retrieval Language Modelling
Code Code Available Discriminative Topic Modeling with Logistic LDA Sep 3, 2019 Topic Models
Code Code Available MetaLDA: a Topic Model that Efficiently Incorporates Meta information Sep 19, 2017 Topic Models Word Embeddings
Code Code Available Discovering Discrete Latent Topics with Neural Variational Inference Jun 1, 2017 Topic Models Variational Inference
Code Code Available A new evaluation framework for topic modeling algorithms based on synthetic corpora Jan 28, 2019 General Classification Topic Models
Code Code Available HyHTM: Hyperbolic Geometry based Hierarchical Topic Models May 16, 2023 Topic Models
Code Code Available Dirichlet Variational Autoencoder Jan 9, 2019 Decoder General Classification
Code Code Available Microblog Hashtag Generation via Encoding Conversation Contexts May 18, 2019 Topic Models
Code Code Available A Coefficient of Determination for Probabilistic Topic Models Nov 20, 2019 Topic Models
Code Code Available Identifying Emergent Research Trends by Key Authors and Phrases Aug 1, 2018 Articles Information Retrieval
Code Code Available Topical Coherence in LDA-based Models through Induced Segmentation Jul 1, 2017 Ad-Hoc Information Retrieval General Classification
Code Code Available Vector space explorations of literary language Feb 9, 2019 Topic Models
Code Code Available SyntaViz: Visualizing Voice Queries through a Syntax-Driven Hierarchical Ontology Nov 1, 2018 Natural Language Queries Sentiment Analysis
Code Code Available Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec May 6, 2016 Topic Models Word Embeddings
Code Code Available Improving Contextualized Topic Models with Negative Sampling Mar 27, 2023 Diversity Topic Models
Code Code Available GraphTMT: Unsupervised Graph-based Topic Modeling from Video Transcripts May 4, 2021 Clustering Topic Models
Code Code Available Dirichlet belief networks for topic structure learning Nov 2, 2018 Topic Models
Code Code Available Improving Neural Topic Models with Wasserstein Knowledge Distillation Mar 27, 2023 Knowledge Distillation Topic Models
Code Code Available Towards Generalising Neural Topical Representations Jul 24, 2023 Data Augmentation Topic Models
Code Code Available CATVI: Conditional and Adaptively Truncated Variational Inference for Hierarchical Bayesian Nonparametric Models Jan 13, 2020 Clustering Topic Models
Code Code Available TwitIE: An Open-Source Information Extraction Pipeline for Microblog Text Sep 1, 2013 Domain Adaptation Named Entity Recognition (NER)
Code Code Available Topic supervised non-negative matrix factorization Jun 12, 2017 Topic Models
Code Code Available Modeling topic dependencies in semantically coherent text spans with copulas Dec 1, 2016 Topic Models
Code Code Available Prediction Focused Topic Models via Feature Selection Oct 12, 2019 feature selection Prediction
Code Code Available AOBTM: Adaptive Online Biterm Topic Modeling Method for Version Sensitive Short-texts Analysis Sep 28, 2020 Topic Models
Code Code Available Topic Discovery in Massive Text Corpora Based on Min-Hashing Jul 3, 2018 Topic Models
Code Code Available Authorless Topic Models: Biasing Models Away from Known Structure Aug 1, 2018 Document Classification Topic Models
Code Code Available Principled Analysis of Energy Discourse across Domains with Thesaurus-based Automatic Topic Labeling Dec 1, 2021 Topic Models
Code Code Available A Practical Algorithm for Topic Modeling with Provable Guarantees Dec 19, 2012 Dimensionality Reduction Topic Models
Code Code Available Inference in topic models: sparsity and trade-off Dec 10, 2015 Topic Models
Code Code Available Detecting Perspectives in Political Debates Sep 1, 2017 Topic Models
Code Code Available Proactive Query Expansion for Streaming Data Using External Source Jan 17, 2022 Information Retrieval Retrieval
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 Adaptive Mixed Component LDA for Low Resource Topic Modeling Apr 1, 2021 Topic Models
Code Code Available Sign Clustering and Topic Extraction in Proto-Elamite Jun 1, 2019 Clustering Decipherment
Code Code Available Learning document embeddings along with their uncertainties Aug 20, 2019 Topic Models Variational Inference
Code Code Available ProSiT! Latent Variable Discovery with PROgressive SImilarity Thresholds Oct 26, 2022 Clustering Topic Models
Code Code Available Software Framework for Topic Modelling with Large Corpora Jan 1, 2010 Topic Models
Code Code Available Tracing Forum Posts to MOOC Content using Topic Analysis Apr 15, 2019 Clustering Topic Models
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