| Learning to Skim Text | Apr 23, 2017 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Machine Unlearning for Document Classification | Apr 29, 2024 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Multilingual Distributed Representations without Word Alignment | Dec 20, 2013 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Inter and Intra Topic Structure Learning with Word Embeddings | Jul 1, 2018 | Document ClassificationForm | 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 |
| KATE: K-Competitive Autoencoder for Text | May 4, 2017 | Document ClassificationRetrieval | CodeCode Available | 0 | 5 |
| Auto-Encoding Dictionary Definitions into Consistent Word Embeddings | Oct 1, 2018 | Document ClassificationMachine Translation | CodeCode Available | 0 | 5 |
| Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing | Aug 1, 2019 | ArticlesDeep Learning | CodeCode Available | 0 | 5 |
| Cross-Entropy Attacks to Language Models via Rare Event Simulation | Jan 21, 2025 | Document ClassificationSaliency Ranking | CodeCode Available | 0 | 5 |
| Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning | Nov 1, 2020 | Conversational Question AnsweringDocument Classification | CodeCode Available | 0 | 5 |
| Label-Wise Document Pre-Training for Multi-Label Text Classification | Aug 15, 2020 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Authorless Topic Models: Biasing Models Away from Known Structure | Aug 1, 2018 | Document ClassificationTopic Models | 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 |
| Adaptively Connected Neural Networks | Apr 7, 2019 | Document ClassificationImage Classification | 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 |
| Convolutional Neural Network Language Models | Nov 1, 2016 | Document ClassificationGeneral 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 |
| Converting Transformers into DGNNs Form | Feb 1, 2025 | Computational EfficiencyDocument Classification | CodeCode Available | 0 | 5 |
| Lightweight Cross-Lingual Sentence Representation Learning | May 28, 2021 | Contrastive LearningDocument Classification | CodeCode Available | 0 | 5 |
| Hierarchical Attention Networks for Document Classification | Jun 1, 2016 | Citation Intent ClassificationClassification | CodeCode Available | 0 | 5 |
| A Systematic Comparison of Architectures for Document-Level Sentiment Classification | Feb 19, 2020 | ClassificationDocument Classification | 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 |
| GVdoc: Graph-based Visual Document Classification | May 26, 2023 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Hierarchical Attentional Hybrid Neural Networks for Document Classification | Jan 20, 2019 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in Marathi | Apr 28, 2024 | ArticlesDocument Classification | CodeCode Available | 0 | 5 |
| A General-Purpose Multilingual Document Encoder | May 11, 2023 | Cross-Lingual TransferDocument Classification | CodeCode Available | 0 | 5 |
| Geometric deep learning on graphs and manifolds using mixture model CNNs | Nov 25, 2016 | Deep LearningDocument Classification | CodeCode Available | 0 | 5 |
| An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business Registry | Jul 19, 2024 | Document ClassificationKeyword Extraction | CodeCode Available | 0 | 5 |
| Generative Topic Embedding: a Continuous Representation of Documents | Aug 1, 2016 | Document ClassificationTopic Models | 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 |
| Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs) | Jun 9, 2016 | Document ClassificationVariational Inference | CodeCode Available | 0 | 5 |
| A Graph Degeneracy-based Approach to Keyword Extraction | Nov 1, 2016 | Document ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| GloVe: Global Vectors for Word Representation | Oct 1, 2014 | Document ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification | Jan 26, 2021 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| FLAG: Financial Long Document Classification via AMR-based GNN | Oct 2, 2024 | Abstract Meaning RepresentationDocument Classification | CodeCode Available | 0 | 5 |
| Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification | Apr 8, 2021 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Active Discriminative Text Representation Learning | Jun 14, 2016 | Active LearningClassification | CodeCode Available | 0 | 5 |
| Exploring Topic Coherence over Many Models and Many Topics | Jul 1, 2012 | Document ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| Beyond Document Page Classification: Design, Datasets, and Challenges | Aug 24, 2023 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| Multilingual Models for Compositional Distributed Semantics | Apr 17, 2014 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Multimodal deep networks for text and image-based document classification | Jul 15, 2019 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Generalized Sobolev Transport for Probability Measures on a Graph | Feb 7, 2024 | Document ClassificationTopological Data Analysis | CodeCode Available | 0 | 5 |
| BibRank: Automatic Keyphrase Extraction Platform Using~Metadata | Oct 13, 2023 | ClusteringDocument Classification | CodeCode Available | 0 | 5 |
| MultiVec: a Multilingual and Multilevel Representation Learning Toolkit for NLP | May 1, 2016 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 | 5 |
| Evaluating Negative Sampling Approaches for Neural Topic Models | Mar 23, 2025 | Document ClassificationTopic Models | CodeCode Available | 0 | 5 |
