| AEDA: An Easier Data Augmentation Technique for Text Classification | Aug 30, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| DEGREE: A Data-Efficient Generation-Based Event Extraction Model | Aug 29, 2021 | Event ExtractionSentence | CodeCode Available | 1 |
| DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis | Aug 27, 2021 | Image GenerationSentence | CodeCode Available | 1 |
| Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization | Aug 26, 2021 | Abstractive Text SummarizationContrastive Learning | CodeCode Available | 1 |
| Semantic-Preserving Adversarial Text Attacks | Aug 23, 2021 | Adversarial TextSemantic Similarity | CodeCode Available | 1 |
| Open Relation Modeling: Learning to Define Relations between Entities | Aug 20, 2021 | Open Relation ModelingRelation | CodeCode Available | 1 |
| Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models | Aug 19, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| An Effective System for Multi-format Information Extraction | Aug 16, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 |
| Aspect Sentiment Triplet Extraction Using Reinforcement Learning | Aug 13, 2021 | Aspect Sentiment Triplet Extractionreinforcement-learning | CodeCode Available | 1 |
| Discriminative Latent Semantic Graph for Video Captioning | Aug 8, 2021 | DecoderObject | CodeCode Available | 1 |
| Elaborative Rehearsal for Zero-shot Action Recognition | Aug 5, 2021 | Action RecognitionFew-Shot Learning | CodeCode Available | 1 |
| Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests | Aug 5, 2021 | Cloze TestEvent Detection | CodeCode Available | 1 |
| Controlled Text Generation as Continuous Optimization with Multiple Constraints | Aug 4, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation | Aug 3, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Bootstrapped Unsupervised Sentence Representation Learning | Aug 1, 2021 | Representation LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions | Aug 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| A unified approach to sentence segmentation of punctuated text in many languages | Aug 1, 2021 | SentenceSentence segmentation | CodeCode Available | 1 |
| End-to-End AMR Coreference Resolution | Aug 1, 2021 | Abstract Meaning Representationcoreference-resolution | CodeCode Available | 1 |
| On Finding the K-best Non-projective Dependency Trees | Aug 1, 2021 | Dependency ParsingSentence | CodeCode Available | 1 |
| Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble | Aug 1, 2021 | Sentence | CodeCode Available | 1 |
| UIUC\_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions | Aug 1, 2021 | SentenceSentence Classification | CodeCode Available | 1 |
| Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding | Aug 1, 2021 | DiagnosticSentence | CodeCode Available | 1 |
| Hate Speech Detection Based on Sentiment Knowledge Sharing | Aug 1, 2021 | Hate Speech DetectionSentence | CodeCode Available | 1 |
| Controllable Sentence Simplification with a Unified Text-to-Text Transfer Transformer | Aug 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Document-level Event Extraction via Parallel Prediction Networks | Aug 1, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 |
