| Unsupervised Deep Language and Dialect Identification for Short Texts | Dec 1, 2020 | Dialect IdentificationLanguage Identification | —Unverified | 0 |
| Enhancing Neural Models with Vulnerability via Adversarial Attack | Dec 1, 2020 | Adversarial AttackSentence | CodeCode Available | 0 |
| On the Helpfulness of Document Context to Sentence Simplification | Dec 1, 2020 | SentenceText Simplification | CodeCode Available | 0 |
| SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Dynamic Topic Tracker for KB-to-Text Generation | Dec 1, 2020 | SentenceText Generation | —Unverified | 0 |
| Regrexit or not Regrexit: Aspect-based Sentiment Analysis in Polarized Contexts | Dec 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Document-level Relation Extraction with Dual-tier Heterogeneous Graph | Dec 1, 2020 | Decision MakingDocument-level Relation Extraction | —Unverified | 0 |
| Reasoning Step-by-Step: Temporal Sentence Localization in Videos via Deep Rectification-Modulation Network | Dec 1, 2020 | Sentence | —Unverified | 0 |
| TIMBERT: Toponym Identifier For The Medical Domain Based on BERT | Dec 1, 2020 | SentenceToponym Recognition | —Unverified | 0 |
| A Vietnamese Dataset for Evaluating Machine Reading Comprehension | Dec 1, 2020 | ArticlesMachine Reading Comprehension | —Unverified | 0 |
| Label Correction Model for Aspect-based Sentiment Analysis | Dec 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need | Dec 1, 2020 | AllMulti-Task Learning | CodeCode Available | 1 |
| ``Judge me by my size (noun), do you?'' YodaLib: A Demographic-Aware Humor Generation Framework | Dec 1, 2020 | Sentence | —Unverified | 0 |
| Automated Graph Generation at Sentence Level for Reading Comprehension Based on Conceptual Graphs | Dec 1, 2020 | Graph GenerationMiscellaneous | —Unverified | 0 |
| Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis | Dec 1, 2020 | SentenceSentiment Analysis | CodeCode Available | 1 |
| Joint Aspect Extraction and Sentiment Analysis with Directional Graph Convolutional Networks | Dec 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Multi-grained Chinese Word Segmentation with Weakly Labeled Data | Dec 1, 2020 | Chinese Word SegmentationSentence | —Unverified | 0 |
| Word Embedding Binarization with Semantic Information Preservation | Dec 1, 2020 | BinarizationSentence | —Unverified | 0 |
| Improving Abstractive Dialogue Summarization with Graph Structures and Topic Words | Dec 1, 2020 | Abstractive Dialogue SummarizationGraph Attention | —Unverified | 0 |
| How Relevant Are Selectional Preferences for Transformer-based Language Models? | Dec 1, 2020 | Sentence | CodeCode Available | 0 |
| How Positive Are You: Text Style Transfer using Adaptive Style Embedding | Dec 1, 2020 | DisentanglementSentence | CodeCode Available | 1 |
| Graph Enhanced Dual Attention Network for Document-Level Relation Extraction | Dec 1, 2020 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Constituency Lattice Encoding for Aspect Term Extraction | Dec 1, 2020 | Aspect Term Extraction and Sentiment ClassificationSentence | CodeCode Available | 0 |
| When Beards Start Shaving Men: A Subject-object Resolution Test Suite for Morpho-syntactic and Semantic Model Introspection | Dec 1, 2020 | Dependency ParsingObject | CodeCode Available | 0 |
| Generating Diverse Corrections with Local Beam Search for Grammatical Error Correction | Dec 1, 2020 | Grammatical Error CorrectionSentence | —Unverified | 0 |
