| Probing Image-Language Transformers for Verb Understanding | Jun 16, 2021 | Image RetrievalQuestion Answering | CodeCode Available | 1 |
| CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark | Jun 15, 2021 | Intent ClassificationMedical Concept Normalization | CodeCode Available | 1 |
| SSMix: Saliency-Based Span Mixup for Text Classification | Jun 15, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Sequence-Level Training for Non-Autoregressive Neural Machine Translation | Jun 15, 2021 | Machine TranslationNMT | CodeCode Available | 1 |
| Improving Paraphrase Detection with the Adversarial Paraphrasing Task | Jun 14, 2021 | Dataset GenerationParaphrase Identification | CodeCode Available | 1 |
| GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio | Jun 13, 2021 | Sentencespeech-recognition | CodeCode Available | 1 |
| Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning | Jun 13, 2021 | Common Sense ReasoningSentence | CodeCode Available | 1 |
| A Sentence-level Hierarchical BERT Model for Document Classification with Limited Labelled Data | Jun 12, 2021 | ClassificationDocument Classification | CodeCode Available | 1 |
| Variational Information Bottleneck for Effective Low-Resource Fine-Tuning | Jun 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| SemEval-2021 Task 11: NLPContributionGraph -- Structuring Scholarly NLP Contributions for a Research Knowledge Graph | Jun 10, 2021 | ArticlesSentence | CodeCode Available | 1 |
