| Authorless Topic Models: Biasing Models Away from Known Structure | Aug 1, 2018 | Document ClassificationTopic Models | CodeCode Available | 0 | 5 |
| Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement | Apr 1, 2017 | Document ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| Convolutional Neural Network Language Models | Nov 1, 2016 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Converting Transformers into DGNNs Form | Feb 1, 2025 | Computational EfficiencyDocument Classification | CodeCode Available | 0 | 5 |
| Hierarchical Attentional Hybrid Neural Networks for Document Classification | Jan 20, 2019 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting | Mar 15, 2022 | Document ClassificationMulti-Label Classification | CodeCode Available | 0 | 5 |
| GVdoc: Graph-based Visual Document Classification | May 26, 2023 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Hierarchical Attention Networks for Document Classification | Jun 1, 2016 | Citation Intent ClassificationClassification | CodeCode Available | 0 | 5 |
| GloVe: Global Vectors for Word Representation | Oct 1, 2014 | Document ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 | 5 |
| Constrained Relational Topic Models | Feb 1, 2020 | Document ClassificationTopic Models | CodeCode Available | 0 | 5 |
| A Comparison of Machine Learning Algorithms for the Surveillance of Autism Spectrum Disorder | Apr 17, 2018 | BIG-bench Machine LearningDocument Classification | CodeCode Available | 0 | 5 |
| Inter and Intra Topic Structure Learning with Word Embeddings | Jul 1, 2018 | Document ClassificationForm | CodeCode Available | 0 | 5 |
| Generalized Sobolev Transport for Probability Measures on a Graph | Feb 7, 2024 | Document ClassificationTopological Data Analysis | CodeCode Available | 0 | 5 |
| AutoML-guided Fusion of Entity and LLM-based Representations for Document Classification | Aug 19, 2024 | AutoMLClassification | CodeCode Available | 0 | 5 |
| DFNets: Spectral CNNs for Graphs with Feedback-Looped Filters | Oct 24, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Diagnosis extraction from unstructured Dutch echocardiogram reports using span- and document-level characteristic classification | Aug 13, 2024 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Dirichlet-vMF Mixture Model | Feb 24, 2017 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy | Apr 5, 2023 | ArticlesBias Detection | CodeCode Available | 0 | 5 |
| ``Why Should I Trust You?'': Explaining the Predictions of Any Classifier | Jun 1, 2016 | Document ClassificationFeature Engineering | CodeCode Available | 0 | 5 |
| An Explainable CNN Approach for Medical Codes Prediction from Clinical Text | Jan 14, 2021 | AttributeDocument Classification | CodeCode Available | 0 | 5 |
| Length-Aware Multi-Kernel Transformer for Long Document Classification | May 11, 2024 | Document ClassificationSentence | CodeCode Available | 0 | 5 |
| Generative Topic Embedding: a Continuous Representation of Documents | Aug 1, 2016 | Document ClassificationTopic Models | CodeCode Available | 0 | 5 |
| Exploring Topic Coherence over Many Models and Many Topics | Jul 1, 2012 | Document ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| Combining Similarity Features and Deep Representation Learning for Stance Detection in the Context of Checking Fake News | Nov 2, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
