| TopicBERT for Energy Efficient Document Classification | Oct 15, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs | Oct 15, 2020 | Document ClassificationGeneral 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 |
| Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition | Feb 24, 2020 | Document ClassificationFairness | CodeCode Available | 1 |
| MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network | Feb 24, 2020 | Document ClassificationGeneral Classification | 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 |
