| Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond | Dec 26, 2018 | Cross-Lingual Bitext MiningCross-Lingual Document Classification | CodeCode Available | 1 |
| HPI-DHC at TREC 2018 Precision Medicine Track | Nov 14, 2018 | ArticlesDocument Classification | CodeCode Available | 1 |
| Improving Language Understanding by Generative Pre-Training | Jun 11, 2018 | Cloze TestDocument Classification | CodeCode Available | 1 |
| A Corpus for Multilingual Document Classification in Eight Languages | May 24, 2018 | ClassificationCross-Lingual Document Classification | CodeCode Available | 1 |
| Graph Attention Networks | Oct 30, 2017 | Document ClassificationGraph Attention | CodeCode Available | 1 |
| HDLTex: Hierarchical Deep Learning for Text Classification | Sep 24, 2017 | ClassificationDeep Learning | CodeCode Available | 1 |
| On Calibration of Modern Neural Networks | Jun 14, 2017 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| Semi-Supervised Classification with Graph Convolutional Networks | Sep 9, 2016 | Document ClassificationDrug Discovery | CodeCode Available | 1 |
| Revisiting Semi-Supervised Learning with Graph Embeddings | Mar 29, 2016 | Document ClassificationEntity Extraction using GAN | CodeCode Available | 1 |
| Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning | Oct 13, 2015 | Document ClassificationRepresentation Learning | CodeCode Available | 1 |
| Can Reasoning LLMs Enhance Clinical Document Classification? | Apr 10, 2025 | ClassificationDocument Classification | CodeCode Available | 0 |
| Text Chunking for Document Classification for Urban System Management using Large Language Models | Mar 31, 2025 | ChunkingDocument Classification | CodeCode Available | 0 |
| Evaluating Negative Sampling Approaches for Neural Topic Models | Mar 23, 2025 | Document ClassificationTopic Models | CodeCode Available | 0 |
| Converting Transformers into DGNNs Form | Feb 1, 2025 | Computational EfficiencyDocument Classification | CodeCode Available | 0 |
| Cross-Entropy Attacks to Language Models via Rare Event Simulation | Jan 21, 2025 | Document ClassificationSaliency Ranking | CodeCode Available | 0 |
| On Importance of Layer Pruning for Smaller BERT Models and Low Resource Languages | Jan 1, 2025 | ClassificationDocument Classification | —Unverified | 0 |
| Data-Driven Self-Supervised Graph Representation Learning | Dec 24, 2024 | Data AugmentationDocument Classification | CodeCode Available | 0 |
| Extreme Multi-label Completion for Semantic Document Labelling with Taxonomy-Aware Parallel Learning | Dec 18, 2024 | Document ClassificationMissing Labels | —Unverified | 0 |
| Zero-Shot Prompting and Few-Shot Fine-Tuning: Revisiting Document Image Classification Using Large Language Models | Dec 18, 2024 | Document Classificationdocument-image-classification | —Unverified | 0 |
| Label Errors in the Tobacco3482 Dataset | Dec 17, 2024 | Document Classificationvalid | CodeCode Available | 0 |
| WordVIS: A Color Worth A Thousand Words | Dec 13, 2024 | Document Classification | —Unverified | 0 |
| Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? | Dec 6, 2024 | ClassificationDocument Classification | —Unverified | 0 |
| Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks | Dec 4, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts | Nov 27, 2024 | Document AIDocument Classification | —Unverified | 0 |
| Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs | Nov 9, 2024 | ClassificationClustering | —Unverified | 0 |
