| MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset | Oct 9, 2020 | ArticlesAutomatic Post-Editing | CodeCode Available | 1 |
| Learning to Fuse Sentences with Transformers for Summarization | Oct 8, 2020 | SentenceSentence Fusion | CodeCode Available | 1 |
| Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding | Oct 8, 2020 | Intent DetectionSentence | CodeCode Available | 1 |
| Cross-Thought for Sentence Encoder Pre-training | Oct 7, 2020 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks | Oct 7, 2020 | Dependency ParsingSentence | CodeCode Available | 1 |
| SRLGRN: Semantic Role Labeling Graph Reasoning Network | Oct 7, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis | Oct 6, 2020 | Aspect Category Sentiment AnalysisMulti-Label Learning | CodeCode Available | 1 |
| Semantically Driven Sentence Fusion: Modeling and Evaluation | Oct 6, 2020 | SentenceSentence Fusion | CodeCode Available | 1 |
| Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation | Oct 6, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 |
| StyleDGPT: Stylized Response Generation with Pre-trained Language Models | Oct 6, 2020 | Response GenerationSentence | CodeCode Available | 1 |
| Paragraph-level Commonsense Transformers with Recurrent Memory | Oct 4, 2020 | SentenceWorld Knowledge | CodeCode Available | 1 |
| On Losses for Modern Language Models | Oct 4, 2020 | Language ModellingPrediction | CodeCode Available | 1 |
| Local Additivity Based Data Augmentation for Semi-supervised NER | Oct 4, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |
| Adversarial Attack and Defense of Structured Prediction Models | Oct 4, 2020 | Adversarial AttackDependency Parsing | CodeCode Available | 1 |
| Static and Animated 3D Scene Generation from Free-form Text Descriptions | Oct 4, 2020 | DecoderForm | CodeCode Available | 1 |
| Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network | Oct 4, 2020 | Graph Neural NetworkReview Generation | CodeCode Available | 1 |
| Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks | Oct 4, 2020 | Aspect Category DetectionAspect Category Sentiment Analysis | CodeCode Available | 1 |
| Multilevel Text Alignment with Cross-Document Attention | Oct 3, 2020 | Citation RecommendationSentence | CodeCode Available | 1 |
| Partially-Aligned Data-to-Text Generation with Distant Supervision | Oct 3, 2020 | Data-to-Text GenerationSentence | CodeCode Available | 1 |
| Exploiting Unsupervised Data for Emotion Recognition in Conversations | Oct 2, 2020 | Emotion Recognition in ConversationGeneral Classification | CodeCode Available | 1 |
| Linguistic Structure Guided Context Modeling for Referring Image Segmentation | Oct 1, 2020 | Dependency ParsingImage Segmentation | CodeCode Available | 1 |
| OpenUE: An Open Toolkit of Universal Extraction from Text | Oct 1, 2020 | Event ExtractionIntent Detection | CodeCode Available | 1 |
| Cross-lingual Spoken Language Understanding with Regularized Representation Alignment | Sep 30, 2020 | SentenceSpoken Language Understanding | CodeCode Available | 1 |
| Double Graph Based Reasoning for Document-level Relation Extraction | Sep 29, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
