| Practical Text Classification With Large Pre-Trained Language Models | Dec 4, 2018 | ClassificationEmotion Classification | CodeCode Available | 0 |
| GIRNet: Interleaved Multi-Task Recurrent State Sequence Models | Nov 28, 2018 | Part-Of-Speech TaggingPosition | CodeCode Available | 0 |
| Deep Discriminative Learning for Unsupervised Domain Adaptation | Nov 17, 2018 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification | Nov 16, 2018 | General ClassificationSentence | CodeCode Available | 0 |
| A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification | Nov 14, 2018 | Abstractive Text SummarizationClassification | —Unverified | 0 |
| An Introductory Survey on Attention Mechanisms in NLP Problems | Nov 12, 2018 | Dependency ParsingGeneral Classification | —Unverified | 0 |
| Recurrent Attention Unit | Oct 30, 2018 | General ClassificationHandwriting Recognition | —Unverified | 0 |
| On Zero-shot Cross-lingual Transfer of Multilingual Neural Machine Translation | Oct 22, 2018 | Cross-Lingual TransferMachine Translation | —Unverified | 0 |
| Super Characters: A Conversion from Sentiment Classification to Image Classification | Oct 15, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification | Oct 1, 2018 | General ClassificationOpinion Mining | —Unverified | 0 |
| Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations | Oct 1, 2018 | DiversityGeneral 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 |
| Multi-grained Attention Network for Aspect-Level Sentiment Classification | Oct 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | —Unverified | 0 |
| Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network | Oct 1, 2018 | ClassificationEmotion Classification | —Unverified | 0 |
| Siamese Network-Based Supervised Topic Modeling | Oct 1, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning | Oct 1, 2018 | General ClassificationMulti-Task Learning | —Unverified | 0 |
| Sentiment Classification towards Question-Answering with Hierarchical Matching Network | Oct 1, 2018 | ClassificationGeneral Classification | —Unverified | 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 |
| Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings | Oct 1, 2018 | Document ClassificationGeneral Classification | —Unverified | 0 |
| An LSTM Approach to Short Text Sentiment Classification with Word Embeddings | Oct 1, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Memory, Show the Way: Memory Based Few Shot Word Representation Learning | Oct 1, 2018 | General ClassificationNER | —Unverified | 0 |
| Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word Embeddings | Oct 1, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Learning representations for sentiment classification using Multi-task framework | Oct 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Cell-aware Stacked LSTMs for Modeling Sentences | Sep 7, 2018 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification | Sep 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Iterative Recursive Attention Model for Interpretable Sequence Classification | Aug 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Distance Based Source Domain Selection for Sentiment Classification | Aug 28, 2018 | Classificationdomain classification | —Unverified | 0 |
| Revisiting the Importance of Encoding Logic Rules in Sentiment Classification | Aug 23, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models | Aug 1, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning Sentiment Composition from Sentiment Lexicons | Aug 1, 2018 | General ClassificationSentence | —Unverified | 0 |
| Effective Attention Modeling for Aspect-Level Sentiment Classification | Aug 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | —Unverified | 0 |
| Enhanced Aspect Level Sentiment Classification with Auxiliary Memory | Aug 1, 2018 | ClassificationFeature Engineering | —Unverified | 0 |
| A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis | Aug 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings | Aug 1, 2018 | General ClassificationMulti-Task Learning | CodeCode Available | 0 |
| Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains | Aug 1, 2018 | Domain AdaptationSentiment Analysis | CodeCode Available | 0 |
| A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification | Jul 13, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| A Combined CNN and LSTM Model for Arabic Sentiment Analysis | Jul 9, 2018 | Arabic Sentiment AnalysisClassification | —Unverified | 0 |
| A Review of Different Word Embeddings for Sentiment Classification using Deep Learning | Jul 5, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| A Convolutional Neural Network for Aspect Sentiment Classification | Jul 4, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities | Jul 3, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings | Jul 1, 2018 | General ClassificationSentence | —Unverified | 0 |
| Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities | Jul 1, 2018 | Automatic Speech Recognition (ASR)General Classification | —Unverified | 0 |
| Leveraging News Sentiment to Improve Microblog Sentiment Classification in the Financial Domain | Jul 1, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Pretraining Sentiment Classifiers with Unlabeled Dialog Data | Jul 1, 2018 | ClassificationDecoder | —Unverified | 0 |
| Cross-Domain Sentiment Classification with Target Domain Specific Information | Jul 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable | Jul 1, 2018 | Bilingual Lexicon InductionClassification | CodeCode Available | 0 |
| Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification | Jul 1, 2018 | ClassificationDomain Adaptation | —Unverified | 0 |
| Target-Sensitive Memory Networks for Aspect Sentiment Classification | Jul 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | —Unverified | 0 |
| Enhancing Sentence Embedding with Generalized Pooling | Jun 26, 2018 | Author ProfilingGeneral Classification | CodeCode Available | 0 |
| Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models | Jun 19, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |