| 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 |
| TGIF: Tree-Graph Integrated-Format Parser for Enhanced UD with Two-Stage Generic- to Individual-Language Finetuning | Jul 14, 2021 | SentenceSentence segmentation | —Unverified | 0 |
| A Primer on Pretrained Multilingual Language Models | Jul 1, 2021 | Joint Multilingual Sentence RepresentationsMultilingual text classification | —Unverified | 0 |
| Automatic Sexism Detection with Multilingual Transformer Models | Jun 9, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language Inference | Jun 7, 2021 | Cross-Lingual TransferNatural Language Inference | CodeCode Available | 1 |
| How to Adapt Your Pretrained Multilingual Model to 1600 Languages | Jun 3, 2021 | Cross-Lingual TransferNER | —Unverified | 0 |
| Diagnosing Transformers in Task-Oriented Semantic Parsing | May 27, 2021 | Semantic Parsingvalid | —Unverified | 0 |
| XeroAlign: Zero-Shot Cross-lingual Transformer Alignment | May 6, 2021 | Multilingual NLPNatural Language Understanding | CodeCode Available | 0 |
| Larger-Scale Transformers for Multilingual Masked Language Modeling | May 2, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multilingual and Zero-Shot is Closing in on Monolingual Web Register Classification | May 1, 2021 | ArticlesCross-Lingual Transfer | —Unverified | 0 |
| XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond | Apr 25, 2021 | Language ModellingSentiment Analysis | CodeCode Available | 1 |
| X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering | Apr 20, 2021 | Cross-Lingual TransferMeta-Learning | CodeCode Available | 1 |
| AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages | Apr 18, 2021 | Cross-Lingual TransferNatural Language Understanding | CodeCode Available | 0 |
| Emotion Classification in a Resource Constrained Language Using Transformer-based Approach | Apr 17, 2021 | ClassificationEmotion Classification | CodeCode Available | 1 |
| Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training | Apr 17, 2021 | Cross-Lingual TransferSentence | CodeCode Available | 0 |
| Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining | Apr 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |