| Line as a Visual Sentence: Context-aware Line Descriptor for Visual Localization | Sep 10, 2021 | Homography EstimationSentence | CodeCode Available | 1 |
| Efficient Test Time Adapter Ensembling for Low-resource Language Varieties | Sep 10, 2021 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 1 |
| Improving Multilingual Translation by Representation and Gradient Regularization | Sep 10, 2021 | DecoderMachine Translation | CodeCode Available | 1 |
| Knowledge-Aware Meta-learning for Low-Resource Text Classification | Sep 10, 2021 | ClassificationMeta-Learning | CodeCode Available | 1 |
| Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning | Sep 10, 2021 | Continual PretrainingContrastive Learning | CodeCode Available | 1 |
| ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization | Sep 9, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Multi-granularity Textual Adversarial Attack with Behavior Cloning | Sep 9, 2021 | Adversarial AttackSentence | CodeCode Available | 1 |
| Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning | Sep 9, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Smoothed Contrastive Learning for Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningSentence | CodeCode Available | 1 |
| Graph Based Network with Contextualized Representations of Turns in Dialogue | Sep 9, 2021 | Dialog Relation ExtractionEmotion Recognition | CodeCode Available | 1 |
| PAUSE: Positive and Annealed Unlabeled Sentence Embedding | Sep 7, 2021 | SentenceSentence Embedding | CodeCode Available | 1 |
| Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction | Sep 6, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| STaCK: Sentence Ordering with Temporal Commonsense Knowledge | Sep 6, 2021 | Edge ClassificationSentence | CodeCode Available | 1 |
| Learning to Generate Scene Graph from Natural Language Supervision | Sep 6, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Data Efficient Masked Language Modeling for Vision and Language | Sep 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach | Sep 4, 2021 | DiversityParaphrase Generation | CodeCode Available | 1 |
| Frustratingly Simple Pretraining Alternatives to Masked Language Modeling | Sep 4, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation | Sep 3, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Towards Improving Adversarial Training of NLP Models | Sep 1, 2021 | Domain GeneralizationSentence | CodeCode Available | 1 |
| Plan-then-Generate: Controlled Data-to-Text Generation via Planning | Aug 31, 2021 | Data-to-Text GenerationDiversity | CodeCode Available | 1 |
| Sentence Bottleneck Autoencoders from Transformer Language Models | Aug 31, 2021 | DecoderDenoising | 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 |
| AEDA: An Easier Data Augmentation Technique for Text Classification | Aug 30, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
