| Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification | Mar 3, 2020 | Automated Feature EngineeringBIG-bench Machine Learning | —Unverified | 0 |
| Sparse Sinkhorn Attention | Feb 26, 2020 | Document ClassificationImage Generation | CodeCode Available | 0 |
| 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 |
| A Systematic Comparison of Architectures for Document-Level Sentiment Classification | Feb 19, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| Constrained Relational Topic Models | Feb 1, 2020 | Document ClassificationTopic Models | CodeCode Available | 0 |
| On the Replicability of Combining Word Embeddings and Retrieval Models | Jan 13, 2020 | ClusteringDocument Classification | —Unverified | 0 |
| Semantic Sensitive TF-IDF to Determine Word Relevance in Documents | Jan 6, 2020 | Document ClassificationKeyword Extraction | CodeCode Available | 0 |
| Robust Cross-lingual Embeddings from Parallel Sentences | Dec 28, 2019 | Cross-Lingual Document ClassificationCross-Lingual Word Embeddings | CodeCode Available | 0 |
| PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI | Dec 19, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Long-length Legal Document Classification | Dec 14, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Modular Multimodal Architecture for Document Classification | Dec 9, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Speeding up Word Mover's Distance and its variants via properties of distances between embeddings | Dec 1, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| My Approach = Your Apparatus? Entropy-Based Topic Modeling on Multiple Domain-Specific Text Collections | Nov 25, 2019 | ArticlesBias Detection | CodeCode Available | 0 |
| FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents | Nov 25, 2019 | ClusteringDocument Classification | —Unverified | 0 |
| Improving Document Classification with Multi-Sense Embeddings | Nov 18, 2019 | ClassificationClustering | CodeCode Available | 1 |
| Asynchronous Distributed Learning from Constraints | Nov 13, 2019 | Document ClassificationPrivacy Preserving | —Unverified | 0 |
| LexiPers: An ontology based sentiment lexicon for Persian | Nov 13, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| t-SS3: a text classifier with dynamic n-grams for early risk detection over text streams | Nov 11, 2019 | Anorexia DetectionClassification | CodeCode Available | 0 |
| ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations | Nov 2, 2019 | Chinese Named Entity RecognitionChinese Word Segmentation | CodeCode Available | 1 |
| PRADO: Projection Attention Networks for Document Classification On-Device | Nov 1, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning | Nov 1, 2019 | Abstractive Text SummarizationArticles | —Unverified | 0 |
| Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models | Oct 30, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Wasserstein distances for evaluating cross-lingual embeddings | Oct 24, 2019 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| DFNets: Spectral CNNs for Graphs with Feedback-Looped Filters | Oct 24, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Hierarchical Transformers for Long Document Classification | Oct 23, 2019 | ClassificationDocument Classification | CodeCode Available | 1 |
| Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT | Oct 13, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Learning Only from Relevant Keywords and Unlabeled Documents | Oct 10, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| ADAPTING PRETRAINED LANGUAGE MODELS FOR LONG DOCUMENT CLASSIFICATION | Sep 25, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Neural Generative Rhetorical Structure Parsing | Sep 24, 2019 | Document Classification | —Unverified | 0 |
| Enriching BERT with Knowledge Graph Embeddings for Document Classification | Sep 18, 2019 | ClassificationDescriptive | CodeCode Available | 0 |
| Document classification methods | Sep 16, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Bridging the domain gap in cross-lingual document classification | Sep 16, 2019 | ClassificationCross-Domain Document Classification | CodeCode Available | 0 |
| A Robust Hybrid Approach for Textual Document Classification | Sep 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| MultiFiT: Efficient Multi-lingual Language Model Fine-tuning | Sep 10, 2019 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 1 |
| Turning silver into gold: error-focused corpus reannotation with active learning | Sep 1, 2019 | Active LearningDocument Classification | —Unverified | 0 |
| Discriminative Topic Mining via Category-Name Guided Text Embedding | Aug 20, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Successive Projection Algorithm Robust to Outliers | Aug 12, 2019 | Document ClassificationHyperspectral Unmixing | —Unverified | 0 |
| Multi-Relational Classification via Bayesian Ranked Non-Linear Embeddings | Aug 6, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing | Aug 1, 2019 | ArticlesDeep Learning | CodeCode Available | 0 |
| Argument Component Classification by Relation Identification by Neural Network and TextRank | Aug 1, 2019 | ArticlesClassification | —Unverified | 0 |
| Analysing Representations of Memory Impairment in a Clinical Notes Classification Model | Aug 1, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Mitigating Uncertainty in Document Classification | Jul 17, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Multimodal deep networks for text and image-based document classification | Jul 15, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models | Jul 1, 2019 | ClassificationDiachronic Word Embeddings | CodeCode Available | 0 |
| Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring | Jul 1, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment | Jul 1, 2019 | Document ClassificationMulti-Task Learning | —Unverified | 0 |
| Pre-Training with Whole Word Masking for Chinese BERT | Jun 19, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 3 |
| 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 |
| Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs | Jun 1, 2019 | Bilingual Lexicon InductionCross-Lingual Word Embeddings | —Unverified | 0 |
