| An Analysis of Simple Data Augmentation for Named Entity Recognition | Oct 22, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 |
| AutoMeTS: The Autocomplete for Medical Text Simplification | Oct 20, 2020 | SentenceText Simplification | CodeCode Available | 1 |
| Multi-hop Question Generation with Graph Convolutional Network | Oct 19, 2020 | Question GenerationQuestion-Generation | CodeCode Available | 1 |
| Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization | Oct 19, 2020 | Document SummarizationLay Summarization | CodeCode Available | 1 |
| PySBD: Pragmatic Sentence Boundary Disambiguation | Oct 19, 2020 | Sentence | CodeCode Available | 1 |
| Rethinking Document-level Neural Machine Translation | Oct 18, 2020 | Document TranslationMachine Translation | CodeCode Available | 1 |
| hinglishNorm -- A Corpus of Hindi-English Code Mixed Sentences for Text Normalization | Oct 18, 2020 | SentenceText Normalization | CodeCode Available | 1 |
| Example-Driven Intent Prediction with Observers | Oct 17, 2020 | Attributeintent-classification | CodeCode Available | 1 |
| Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers | Oct 16, 2020 | Document SummarizationExtractive Document Summarization | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach | Oct 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Constituency Parsing with Span Attention | Oct 15, 2020 | Constituency ParsingNatural Language Understanding | CodeCode Available | 1 |
| Neural Deepfake Detection with Factual Structure of Text | Oct 15, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Understanding Neural Abstractive Summarization Models via Uncertainty | Oct 15, 2020 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Chinese Lexical Simplification | Oct 14, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video | Oct 13, 2020 | Sentence | CodeCode Available | 1 |
| OCNLI: Original Chinese Natural Language Inference | Oct 12, 2020 | Natural Language InferenceSentence | CodeCode Available | 1 |
| TextHide: Tackling Data Privacy in Language Understanding Tasks | Oct 12, 2020 | Federated LearningNatural Language Understanding | CodeCode Available | 1 |
| Reformulating Unsupervised Style Transfer as Paraphrase Generation | Oct 12, 2020 | AttributeParaphrase Generation | CodeCode Available | 1 |
| Evaluating Factuality in Generation with Dependency-level Entailment | Oct 12, 2020 | ARCNatural Language Inference | CodeCode Available | 1 |
| ComStreamClust: a communicative multi-agent approach to text clustering in streaming data | Oct 11, 2020 | ClusteringSemantic Similarity | CodeCode Available | 1 |
| TransQuest at WMT2020: Sentence-Level Direct Assessment | Oct 11, 2020 | Data AugmentationSentence | CodeCode Available | 1 |
| Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions | Oct 11, 2020 | Sentence | CodeCode Available | 1 |
| Cue-word Driven Neural Response Generation with a Shrinking Vocabulary | Oct 10, 2020 | Response GenerationSentence | CodeCode Available | 1 |
| ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization | Oct 9, 2020 | Cultural Vocal Bursts Intensity PredictionLanguage Modelling | CodeCode Available | 1 |
| 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 |
