| Neural User Factor Adaptation for Text Classification: Learning to Generalize Across Author Demographics | Jun 1, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process | Jun 1, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Doris Martin at SemEval-2019 Task 4: Hyperpartisan News Detection with Generic Semi-supervised Features | Jun 1, 2019 | ClusteringDocument Classification | —Unverified | 0 |
| Rethinking Complex Neural Network Architectures for Document Classification | Jun 1, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Self-Discriminative Learning for Unsupervised Document Embedding | Jun 1, 2019 | Document ClassificationDocument Embedding | —Unverified | 0 |
| A Semantic Cover Approach for Topic Modeling | Jun 1, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection | Jun 1, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning | May 31, 2019 | Document ClassificationEnsemble Learning | CodeCode Available | 0 |
| FAN: Focused Attention Networks | May 27, 2019 | Document ClassificationObject Detection | —Unverified | 0 |
| Object detection deep learning networks for Optical Character Recognition | May 1, 2019 | Deep LearningDocument Classification | CodeCode Available | 0 |
| 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 |
| Adaptively Connected Neural Networks | Apr 7, 2019 | Document ClassificationImage Classification | CodeCode Available | 0 |
| Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding | Apr 3, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Co-regularized Multi-view Sparse Reconstruction Embedding for Dimension Reduction | Apr 1, 2019 | Dimensionality ReductionDocument Classification | —Unverified | 0 |
| Interpretable Structure-aware Document Encoders with Hierarchical Attention | Feb 26, 2019 | Document ClassificationSentence | —Unverified | 0 |
| Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications | Feb 23, 2019 | BIG-bench Machine LearningDocument Classification | —Unverified | 0 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 |
| Hierarchical Attentional Hybrid Neural Networks for Document Classification | Jan 20, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| 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 |
| Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification | Dec 22, 2018 | ClassificationCross-Lingual Document Classification | —Unverified | 0 |
| Multiple topic identification in telephone conversations | Dec 21, 2018 | Document Classification | —Unverified | 0 |
| The Recognition Of Persian Phonemes Using PPNet | Dec 17, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Measuring Similarity: Computationally Reproducing the Scholar's Interests | Dec 14, 2018 | ArticlesClassification | —Unverified | 0 |
| Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals | Dec 3, 2018 | ClassificationDocument Classification | —Unverified | 0 |
| Cluster Labeling by Word Embeddings and WordNet's Hypernymy | Dec 1, 2018 | ClusteringDescriptive | —Unverified | 0 |
| Document classification using a Bi-LSTM to unclog Brazil's supreme court | Nov 27, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| HPI-DHC at TREC 2018 Precision Medicine Track | Nov 14, 2018 | ArticlesDocument Classification | CodeCode Available | 1 |
| Semantic Term "Blurring" and Stochastic "Barcoding" for Improved Unsupervised Text Classification | Nov 6, 2018 | ClusteringDocument Classification | —Unverified | 0 |
| 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 |
| Convolutions Are All You Need (For Classifying Character Sequences) | Nov 1, 2018 | AllClassification | —Unverified | 0 |
| When does deep multi-task learning work for loosely related document classification tasks? | Nov 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Variational learning across domains with triplet information | Oct 22, 2018 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| Improving Topic Models with Latent Feature Word Representations | Oct 15, 2018 | ClusteringDocument Classification | —Unverified | 0 |
| End-to-End Text Classification via Image-based Embedding using Character-level Networks | Oct 8, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| UZH@SMM4H: System Descriptions | Oct 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings | Oct 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Speed Reading: Learning to Read ForBackward via Shuttle | Oct 1, 2018 | Document ClassificationDocument Summarization | CodeCode Available | 0 |
| Labeled Anchors and a Scalable, Transparent, and Interactive Classifier | Oct 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Streaming word similarity mining on the cheap | Oct 1, 2018 | Document ClassificationWord Alignment | —Unverified | 0 |
| Auto-Encoding Dictionary Definitions into Consistent Word Embeddings | Oct 1, 2018 | Document ClassificationMachine Translation | CodeCode Available | 0 |
| Unsupervised Document Representation using Partition Word-Vectors Averaging | Sep 27, 2018 | Document ClassificationSentence | —Unverified | 0 |
| An Analysis of Hierarchical Text Classification Using Word Embeddings | Sep 6, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Gaussian Word Embedding with a Wasserstein Distance Loss | Aug 21, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Linked Recurrent Neural Networks | Aug 19, 2018 | Document ClassificationMachine Translation | —Unverified | 0 |
| Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters | Aug 17, 2018 | DiversityDocument Classification | CodeCode Available | 0 |
| Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition | Aug 16, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Large-Scale Learnable Graph Convolutional Networks | Aug 12, 2018 | Document ClassificationInductive Learning | CodeCode Available | 0 |
| Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis | Aug 6, 2018 | Document Classification | —Unverified | 0 |
| Authorless Topic Models: Biasing Models Away from Known Structure | Aug 1, 2018 | Document ClassificationTopic Models | CodeCode Available | 0 |
