| IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News | Aug 1, 2021 | Event DetectionLanguage Modeling | —Unverified | 0 |
| 利用语义关联增强的跨语言预训练模型的译文质量评估(A Cross-language Pre-trained Model with Enhanced Semantic Connection for MT Quality Estimation) | Aug 1, 2021 | XLM-R | —Unverified | 0 |
| Applying Occam’s Razor to Transformer-Based Dependency Parsing: What Works, What Doesn’t, and What is Really Necessary | Aug 1, 2021 | Dependency ParsingWord Embeddings | —Unverified | 0 |
| RobertNLP at the IWPT 2021 Shared Task: Simple Enhanced UD Parsing for 17 Languages | Aug 1, 2021 | Dependency ParsingXLM-R | —Unverified | 0 |
| COSY: COunterfactual SYntax for Cross-Lingual Understanding | Aug 1, 2021 | counterfactualNatural Language Inference | CodeCode Available | 0 |
| ARBERT \& MARBERT: Deep Bidirectional Transformers for Arabic | Aug 1, 2021 | DiversityXLM-R | CodeCode Available | 0 |
| LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation | Aug 1, 2021 | Binary ClassificationData Augmentation | —Unverified | 0 |
| GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings | Aug 1, 2021 | Cross-Lingual TransferLanguage Modelling | —Unverified | 0 |
| SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Emotion Stimulus Detection in German News Headlines | Jul 27, 2021 | Emotion RecognitionSentence | —Unverified | 0 |
