| From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers | Nov 1, 2020 | Cross-Lingual Word EmbeddingsDependency Parsing | —Unverified | 0 |
| Frustratingly Simple Regularization to Improve Zero-shot Cross-lingual Robustness | Jan 16, 2022 | Cross-Lingual TransferXLM-R | —Unverified | 0 |
| FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression | Jan 21, 2025 | SentenceSentence Embeddings | —Unverified | 0 |
| Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification using Pre-trained Language Models | Oct 7, 2020 | AllKnowledge Distillation | —Unverified | 0 |
| GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings | Aug 1, 2021 | Cross-Lingual TransferLanguage Modelling | —Unverified | 0 |
| Gradient Sparsification For Masked Fine-Tuning of Transformers | Nov 16, 2021 | Transfer LearningXLM-R | —Unverified | 0 |
| Hate Speech and Offensive Content Detection in Indo-Aryan Languages: A Battle of LSTM and Transformers | Dec 9, 2023 | Hate Speech DetectionModel Selection | —Unverified | 0 |
| Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection | Jul 1, 2022 | ClassificationSentence | —Unverified | 0 |
| How to Adapt Your Pretrained Multilingual Model to 1600 Languages | Jun 3, 2021 | Cross-Lingual TransferNER | —Unverified | 0 |
| IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News | Aug 1, 2021 | Event DetectionLanguage Modeling | —Unverified | 0 |
| Integrating Semantic Information into Sketchy Reading Module of Retro-Reader for Vietnamese Machine Reading Comprehension | Jan 1, 2023 | Machine Reading ComprehensionReading Comprehension | —Unverified | 0 |
| From N-grams to Pre-trained Multilingual Models For Language Identification | Oct 11, 2024 | Language IdentificationXLM-R | CodeCode Available | 0 |
| Counterfactually Probing Language Identity in Multilingual Models | Oct 29, 2023 | counterfactualLanguage Modeling | CodeCode Available | 0 |
| Are Pretrained Multilingual Models Equally Fair Across Languages? | Oct 11, 2022 | Cloze TestFairness | CodeCode Available | 0 |
| BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification | Jun 1, 2022 | Classificationtext-classification | CodeCode Available | 0 |
| COSY: COunterfactual SYntax for Cross-Lingual Understanding | Aug 1, 2021 | counterfactualNatural Language Inference | CodeCode Available | 0 |
| Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task | Oct 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching | Sep 13, 2022 | Contrastive LearningKnowledge Distillation | CodeCode Available | 0 |
| From Disfluency Detection to Intent Detection and Slot Filling | Sep 17, 2022 | Intent DetectionLanguage Modeling | CodeCode Available | 0 |
| ARBERT \& MARBERT: Deep Bidirectional Transformers for Arabic | Aug 1, 2021 | DiversityXLM-R | CodeCode Available | 0 |
| Factual Consistency of Multilingual Pretrained Language Models | Mar 22, 2022 | XLM-R | CodeCode Available | 0 |
| GreekBART: The First Pretrained Greek Sequence-to-Sequence Model | Apr 3, 2023 | Natural Language InferenceText Generation | CodeCode Available | 0 |
| Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers | Jun 5, 2023 | Cross-Lingual TransferPOS | CodeCode Available | 0 |
| Multi-Task Text Classification using Graph Convolutional Networks for Large-Scale Low Resource Language | May 2, 2022 | Graph ReconstructionSarcasm Detection | CodeCode Available | 0 |
| Nearest Neighbour Few-Shot Learning for Cross-lingual Classification | Sep 6, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 0 |