THU\_NGN at SemEval-2018 Task 1: Fine-grained Tweet Sentiment Intensity Analysis with Attention CNN-LSTM Jun 1, 2018 regression Sentiment Analysis
— Unverified Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem Jun 1, 2018 Multi-Task Learning Sentiment Analysis
Code Code Available Neural Tensor Networks with Diagonal Slice Matrices Jun 1, 2018 Knowledge Graph Completion Logical Reasoning
— Unverified INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis Jun 1, 2018 Combinatorial Optimization regression
— Unverified RiskFinder: A Sentence-level Risk Detector for Financial Reports Jun 1, 2018 Sentence Sentence Embedding
— Unverified LT3 at SemEval-2018 Task 1: A classifier chain to detect emotions in tweets Jun 1, 2018 Emotion Classification Emotion Recognition
— Unverified Tw-StAR at SemEval-2018 Task 1: Preprocessing Impact on Multi-label Emotion Classification Jun 1, 2018 Classification Emotion Classification
— Unverified The Importance of Calibration for Estimating Proportions from Annotations Jun 1, 2018 Sentiment Analysis Text Categorization
— Unverified Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset Jun 1, 2018 Abstract Argumentation Argument Mining
— Unverified NLPZZX at SemEval-2018 Task 1: Using Ensemble Method for Emotion and Sentiment Intensity Determination Jun 1, 2018 Sentiment Analysis
— Unverified YNU-HPCC at SemEval-2018 Task 1: BiLSTM with Attention based Sentiment Analysis for Affect in Tweets Jun 1, 2018 Classification Domain Adaptation
— Unverified CENTEMENT at SemEval-2018 Task 1: Classification of Tweets using Multiple Thresholds with Self-correction and Weighted Conditional Probabilities Jun 1, 2018 General Classification Multi-Label Classification
— Unverified Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment Jun 1, 2018 General Classification Multi-Task Learning
— Unverified SystemT: Declarative Text Understanding for Enterprise Jun 1, 2018 Document Classification Entity Extraction using GAN
— Unverified Learning Domain Representation for Multi-Domain Sentiment Classification Jun 1, 2018 Classification General Classification
— Unverified CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities Jun 1, 2018 Interpretable Machine Learning Sentence Classification
— Unverified DeepMiner at SemEval-2018 Task 1: Emotion Intensity Recognition Using Deep Representation Learning Jun 1, 2018 Feature Engineering Representation Learning
— Unverified T\"ubingen-Oslo at SemEval-2018 Task 2: SVMs perform better than RNNs in Emoji Prediction Jun 1, 2018 Document Classification General Classification
— Unverified Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis Jun 1, 2018 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality Jun 1, 2018 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified DebugSL: An Interactive Tool for Debugging Sentiment Lexicons Jun 1, 2018 Sentiment Analysis
Code Code Available TCS Research at SemEval-2018 Task 1: Learning Robust Representations using Multi-Attention Architecture Jun 1, 2018 Sentiment Analysis
— Unverified Epita at SemEval-2018 Task 1: Sentiment Analysis Using Transfer Learning Approach Jun 1, 2018 Sentiment Analysis Transfer Learning
— Unverified Efficient Low-rank Multimodal Fusion with Modality-Specific Factors May 31, 2018 Emotion Recognition Multimodal Sentiment Analysis
Code Code Available Anaphora and Coreference Resolution: A Review May 30, 2018 coreference-resolution Coreference Resolution
— Unverified A Corpus of English-Hindi Code-Mixed Tweets for Sarcasm Detection May 30, 2018 Opinion Mining Sarcasm Detection
Code Code Available How Important Is a Neuron? May 30, 2018 feature selection Sentiment Analysis
Code Code Available Convolutional neural network compression for natural language processing May 28, 2018 Neural Network Compression Quantization
— Unverified Multimodal Sentiment Analysis To Explore the Structure of Emotions May 25, 2018 Multimodal Sentiment Analysis Sentence
Code Code Available A Sentiment Analysis of Breast Cancer Treatment Experiences and Healthcare Perceptions Across Twitter May 25, 2018 Decision Making Sentiment Analysis
— Unverified Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms May 24, 2018 Document Classification General Classification
Code Code Available Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages May 23, 2018 Cross-Lingual Sentiment Classification Machine Translation
Code Code Available Sentiment Analysis of Arabic Tweets: Feature Engineering and A Hybrid Approach May 22, 2018 Feature Engineering General Classification
— Unverified Aff2Vec: Affect--Enriched Distributional Word Representations May 21, 2018 Natural Language Understanding Sentiment Analysis
— Unverified Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation May 21, 2018 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Model Aggregation via Good-Enough Model Spaces May 20, 2018 Distributed Optimization model
— Unverified Knowledge-enriched Two-layered Attention Network for Sentiment Analysis May 20, 2018 Graph Embedding Knowledge Graph Embedding
— Unverified Diverse Few-Shot Text Classification with Multiple Metrics May 19, 2018 Classification Few-Shot Learning
Code Code Available Aspect Based Sentiment Analysis with Gated Convolutional Networks May 18, 2018 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Improved Sentence Modeling using Suffix Bidirectional LSTM May 18, 2018 Classification General Classification
— Unverified What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training May 16, 2018 Domain Adaptation Language Identification
Code Code Available A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors May 14, 2018 Document Classification Domain Adaptation
Code Code Available Backpropagating through Structured Argmax using a SPIGOT May 12, 2018 Dependency Parsing Reinforcement Learning
Code Code Available Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems May 11, 2018 Sentiment Analysis Vocal Bursts Valence Prediction
— Unverified Domain Adapted Word Embeddings for Improved Sentiment Classification May 11, 2018 Classification General Classification
Code Code Available Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction May 11, 2018 Aspect-Based Sentiment Analysis (ABSA) Aspect Extraction
Code Code Available Learning Domain-Sensitive and Sentiment-Aware Word Embeddings May 10, 2018 Data Augmentation General Classification
— Unverified Joint Embedding of Words and Labels for Text Classification May 10, 2018 Classification General Classification
Code Code Available Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN) May 8, 2018 Classification General Classification
Code Code Available Sentence-State LSTM for Text Representation May 7, 2018 General Classification Named Entity Recognition (NER)
Code Code Available 