| Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs | Oct 15, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| TopicBERT for Energy Efficient Document Classification | Oct 15, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Aspect-based Document Similarity for Research Papers | Oct 13, 2020 | Document ClassificationRecommendation Systems | CodeCode Available | 1 |
| Neural RST-based Evaluation of Discourse Coherence | Sep 30, 2020 | Coherence EvaluationDiscourse Parsing | CodeCode Available | 1 |
| Data Programming by Demonstration: A Framework for Interactively Learning Labeling Functions | Sep 3, 2020 | Document Classification | CodeCode Available | 1 |
| LSD-C: Linearly Separable Deep Clusters | Jun 17, 2020 | ClusteringData Augmentation | CodeCode Available | 1 |
| Improving accuracy and speeding up Document Image Classification through parallel systems | Jun 16, 2020 | Document Classificationdocument-image-classification | CodeCode Available | 1 |
| Document Classification for COVID-19 Literature | Jun 15, 2020 | ArticlesClassification | CodeCode Available | 1 |
| Pre-training technique to localize medical BERT and enhance biomedical BERT | May 14, 2020 | Document ClassificationTransfer Learning | CodeCode Available | 1 |
| Minimally Supervised Categorization of Text with Metadata | May 1, 2020 | Document Classification | CodeCode Available | 1 |
| Massively Multilingual Sparse Word Representations | May 1, 2020 | Dependency ParsingDocument Classification | CodeCode Available | 1 |
| SPECTER: Document-level Representation Learning using Citation-informed Transformers | Apr 15, 2020 | Citation PredictionDocument Classification | CodeCode Available | 1 |
| Keyword Assisted Topic Models | Apr 13, 2020 | Document ClassificationTopic Models | CodeCode Available | 1 |
| Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network | Apr 11, 2020 | ArticlesClassification | CodeCode Available | 1 |
| Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles | Mar 22, 2020 | ArticlesDocument Classification | CodeCode Available | 1 |
| MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network | Feb 24, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition | Feb 24, 2020 | Document ClassificationFairness | CodeCode Available | 1 |
| Improving Document Classification with Multi-Sense Embeddings | Nov 18, 2019 | ClassificationClustering | CodeCode Available | 1 |
| ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations | Nov 2, 2019 | Chinese Named Entity RecognitionChinese Word Segmentation | CodeCode Available | 1 |
| Hierarchical Transformers for Long Document Classification | Oct 23, 2019 | ClassificationDocument Classification | CodeCode Available | 1 |
| MultiFiT: Efficient Multi-lingual Language Model Fine-tuning | Sep 10, 2019 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 1 |
| Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets | Jun 13, 2019 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT | Apr 19, 2019 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 1 |
| DocBERT: BERT for Document Classification | Apr 17, 2019 | ClassificationDocument Classification | CodeCode Available | 1 |
| 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 |
