| Plan-then-Generate: Controlled Data-to-Text Generation via Planning | Aug 31, 2021 | Data-to-Text GenerationDiversity | CodeCode Available | 1 |
| MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER | Aug 31, 2021 | Cross-Lingual NERData Augmentation | CodeCode Available | 1 |
| Sentence Bottleneck Autoencoders from Transformer Language Models | Aug 31, 2021 | DecoderDenoising | CodeCode Available | 1 |
| How Does Adversarial Fine-Tuning Benefit BERT? | Aug 31, 2021 | Continual LearningDependency Parsing | —Unverified | 0 |
| RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations | Aug 30, 2021 | SentenceWord Similarity | CodeCode Available | 0 |
| AEDA: An Easier Data Augmentation Technique for Text Classification | Aug 30, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| NEREL: A Russian Dataset with Nested Named Entities, Relations and Events | Aug 30, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Extractive and Abstractive Sentence Labelling of Sentiment-bearing Topics | Aug 29, 2021 | DescriptiveSentence | —Unverified | 0 |
| DEGREE: A Data-Efficient Generation-Based Event Extraction Model | Aug 29, 2021 | Event ExtractionSentence | CodeCode Available | 1 |
| Sentence Structure and Word Relationship Modeling for Emphasis Selection | Aug 29, 2021 | SentenceWord Similarity | CodeCode Available | 0 |
| Multiplex Graph Neural Network for Extractive Text Summarization | Aug 29, 2021 | Extractive Text SummarizationGraph Neural Network | —Unverified | 0 |
| Investigations on Speech Recognition Systems for Low-Resource Dialectal Arabic-English Code-Switching Speech | Aug 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Lingxi: A Diversity-aware Chinese Modern Poetry Generation System | Aug 27, 2021 | DiversitySemantic Similarity | —Unverified | 0 |
| DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis | Aug 27, 2021 | Image GenerationSentence | CodeCode Available | 1 |
| Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 Questions | Aug 27, 2021 | Question AnsweringSentence | CodeCode Available | 0 |
| Translation Error Detection as Rationale Extraction | Aug 27, 2021 | SentenceTranslation | —Unverified | 0 |
| Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization | Aug 26, 2021 | Abstractive Text SummarizationContrastive Learning | CodeCode Available | 1 |
| Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity | Aug 26, 2021 | AMR Graph SimilarityGraph Matching | —Unverified | 0 |
| Position-Invariant Truecasing with a Word-and-Character Hierarchical Recurrent Neural Network | Aug 26, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Web Image Context Extraction with Graph Neural Networks and Sentence Embeddings on the DOM tree | Aug 26, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Similar Scenes arouse Similar Emotions: Parallel Data Augmentation for Stylized Image Captioning | Aug 26, 2021 | Data AugmentationImage Captioning | —Unverified | 0 |
| A New Sentence Ordering Method Using BERT Pretrained Model | Aug 26, 2021 | Natural Language UnderstandingSentence | —Unverified | 0 |
| Rethinking Negative Sampling for Handling Missing Entity Annotations | Aug 26, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Exploring the Promises of Transformer-Based LMs for the Representation of Normative Claims in the Legal Domain | Aug 25, 2021 | Sentence | —Unverified | 0 |
| Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering | Aug 24, 2021 | Document SummarizationLanguage Modeling | —Unverified | 0 |