| Sentence Encoding with Tree-constrained Relation Networks | Nov 26, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| Jointly Learning to Label Sentences and Tokens | Nov 14, 2018 | Grammatical Error DetectionSentence | CodeCode Available | 1 |
| Online Embedding Compression for Text Classification using Low Rank Matrix Factorization | Nov 1, 2018 | General ClassificationQuantization | —Unverified | 0 |
| On the Confidence of Neural Network Predictions for some NLP Tasks | Oct 22, 2018 | Classificationimage-classification | —Unverified | 0 |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Oct 11, 2018 | Citation Intent ClassificationCommon Sense Reasoning | CodeCode Available | 3 |
| A Comparative Study of Neural Network Models for Sentence Classification | Oct 3, 2018 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| Disney at IEST 2018: Predicting Emotions using an Ensemble | Oct 1, 2018 | Emotion ClassificationLanguage Modeling | —Unverified | 0 |
| Thumbs Up and Down: Sentiment Analysis of Medical Online Forums | Oct 1, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning | Oct 1, 2018 | ClassificationDeep Learning | —Unverified | 0 |
| Phrase-level Self-Attention Networks for Universal Sentence Encoding | Oct 1, 2018 | Multi-class ClassificationNatural Language Inference | —Unverified | 0 |
| Neural Multitask Learning for Simile Recognition | Oct 1, 2018 | General ClassificationLanguage Modeling | —Unverified | 0 |
| Meta-Embedding as Auxiliary Task Regularization | Sep 16, 2018 | Self-Supervised LearningSentence | —Unverified | 0 |
| A Deep Neural Network Sentence Level Classification Method with Context Information | Aug 31, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| An Attention-Gated Convolutional Neural Network for Sentence Classification | Aug 22, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection | Aug 19, 2018 | Fake News DetectionSentence Classification | CodeCode Available | 0 |
| Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts | Aug 19, 2018 | BenchmarkingClassification | CodeCode Available | 0 |
| Learning to Compose over Tree Structures via POS Tags | Aug 18, 2018 | POSSemantic Composition | —Unverified | 0 |
| Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition | Aug 16, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Neural Network Architectures for Arabic Dialect Identification | Aug 1, 2018 | Automatic Speech Recognition (ASR)Dialect Identification | —Unverified | 0 |
| NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning | Jul 9, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| Sentence Classification for Investment Rules Detection | Jul 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues | Jul 1, 2018 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| Word Embeddings-Based Uncertainty Detection in Financial Disclosures | Jul 1, 2018 | Sentence ClassificationWord Embeddings | —Unverified | 0 |
| What you can cram into a single \$\&!\#* vector: Probing sentence embeddings for linguistic properties | Jul 1, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| Translations as Additional Contexts for Sentence Classification | Jun 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
