| Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention | Oct 1, 2018 | General ClassificationText Classification | CodeCode Available | 0 |
| HGSGNLP at IEST 2018: An Ensemble of Machine Learning and Deep Neural Architectures for Implicit Emotion Classification in Tweets | Oct 1, 2018 | Common Sense ReasoningEmotion Classification | —Unverified | 0 |
| IRISA at SMM4H 2018: Neural Network and Bagging for Tweet Classification | Oct 1, 2018 | General ClassificationWord Embeddings | —Unverified | 0 |
| End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification | Oct 1, 2018 | DecoderGeneral Classification | —Unverified | 0 |
| Homonym Detection For Humor Recognition In Short Text | Oct 1, 2018 | General Classification | —Unverified | 0 |
| Cross-Domain Detection of Abusive Language Online | Oct 1, 2018 | Abusive LanguageDomain Adaptation | —Unverified | 0 |
| Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information | Oct 1, 2018 | AttributeClassification | CodeCode Available | 0 |
| Learnable Pooling Methods for Video Classification | Oct 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Identifying Depression on Reddit: The Effect of Training Data | Oct 1, 2018 | General Classification | —Unverified | 0 |
| FIRE-DES++: Enhanced Online Pruning of Base Classifiers for Dynamic Ensemble Selection | Oct 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Aggression Detection on Social Media Text Using Deep Neural Networks | Oct 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Joint Learning for Emotion Classification and Emotion Cause Detection | Oct 1, 2018 | ClassificationEmotion Classification | —Unverified | 0 |
| Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models | Oct 1, 2018 | General ClassificationMulti-Task Learning | —Unverified | 0 |
| ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection | Oct 1, 2018 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 |
| 以深層類神經網路標記中文階層式多標籤語意概念 (Hierarchical Multi-Label Chinese Word Semantic Labeling using Deep Neural Network ) [In Chinese] | Oct 1, 2018 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| Classification from Positive, Unlabeled and Biased Negative Data | Oct 1, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs | Oct 1, 2018 | Abusive LanguageBIG-bench Machine Learning | —Unverified | 0 |
| A Hierarchical Neural Attention-based Text Classifier | Oct 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis | Oct 1, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Leveraging Writing Systems Change for Deep Learning Based Chinese Emotion Analysis | Oct 1, 2018 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| Learning multiview embeddings for assessing dementia | Oct 1, 2018 | General Classificationregression | —Unverified | 0 |
| EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions | Oct 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Datasets of Slovene and Croatian Moderated News Comments | Oct 1, 2018 | General Classification | —Unverified | 0 |
| Learning Text Representations for 500K Classification Tasks on Named Entity Disambiguation | Oct 1, 2018 | AllData Augmentation | CodeCode Available | 0 |
| DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning | Oct 1, 2018 | ClassificationEmotion Classification | CodeCode Available | 0 |
| BrainT at IEST 2018: Fine-tuning Multiclass Perceptron For Implicit Emotion Classification | Oct 1, 2018 | Emotion ClassificationEmotion Recognition | CodeCode Available | 0 |
| An LSTM Approach to Short Text Sentiment Classification with Word Embeddings | Oct 1, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning | Oct 1, 2018 | ClassificationDeep Learning | —Unverified | 0 |
| Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification | Oct 1, 2018 | General ClassificationOpinion Mining | —Unverified | 0 |
| Deep Learning for Social Media Health Text Classification | Oct 1, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Labeled Anchors and a Scalable, Transparent, and Interactive Classifier | Oct 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Extremely Randomized CNets for Multi-label Classification | Oct 1, 2018 | ClassificationDensity Estimation | CodeCode Available | 0 |
| Elastic Neural Networks for Classification | Oct 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Large-scale Exploration of Neural Relation Classification Architectures | Oct 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Convergence Rates for Empirical Estimation of Binary Classification Bounds | Oct 1, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Learning representations for sentiment classification using Multi-task framework | Oct 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Visual Supervision in Bootstrapped Information Extraction | Oct 1, 2018 | Active LearningGeneral Classification | —Unverified | 0 |
| Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection | Oct 1, 2018 | General Classificationtext-classification | —Unverified | 0 |
| Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data | Oct 1, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Transfer and Multi-Task Learning for Noun--Noun Compound Interpretation | Oct 1, 2018 | General ClassificationInformation Retrieval | —Unverified | 0 |
| The Linguistic Ideologies of Deep Abusive Language Classification | Oct 1, 2018 | Abusive LanguageClassification | —Unverified | 0 |
| Syntactical Analysis of the Weaknesses of Sentiment Analyzers | Oct 1, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Sequence Classification with Human Attention | Oct 1, 2018 | Abusive LanguageClassification | CodeCode Available | 0 |
| Overview of the Third Social Media Mining for Health (SMM4H) Shared Tasks at EMNLP 2018 | Oct 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Revisiting neural relation classification in clinical notes with external information | Oct 1, 2018 | ClassificationFeature Engineering | CodeCode Available | 0 |
| Multi-grained Attention Network for Aspect-Level Sentiment Classification | Oct 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | —Unverified | 0 |
| NLP at IEST 2018: BiLSTM-Attention and LSTM-Attention via Soft Voting in Emotion Classification | Oct 1, 2018 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| Linking News Sentiment to Microblogs: A Distributional Semantics Approach to Enhance Microblog Sentiment Classification | Oct 1, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Sentiment Expression Boundaries in Sentiment Polarity Classification | Oct 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | —Unverified | 0 |
| UZH@SMM4H: System Descriptions | Oct 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |