| LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation | Mar 11, 2021 | Natural Language UnderstandingXLM-R | —Unverified | 0 | 0 |
| LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization | Jan 11, 2024 | intent-classificationIntent Classification | —Unverified | 0 | 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 | 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 | 0 |
| LOME: Large Ontology Multilingual Extraction | Jan 28, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 | 0 |
| Bootstrapping Multilingual AMR with Contextual Word Alignments | Feb 3, 2021 | Multilingual Word EmbeddingsWord Alignment | —Unverified | 0 | 0 |
| Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting | Sep 17, 2021 | Transfer LearningXLM-R | —Unverified | 0 | 0 |
| Machines Do See Color: A Guideline to Classify Different Forms of Racist Discourse in Large Corpora | Jan 17, 2024 | text-classificationText Classification | —Unverified | 0 | 0 |
| black[LSCDiscovery shared task] GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English – Discover Lexical Semantic Change in Spanish | May 1, 2022 | Change DetectionXLM-R | —Unverified | 0 | 0 |
| MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness | Apr 3, 2024 | Cross-Lingual TransferData Augmentation | —Unverified | 0 | 0 |
| BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification | Aug 16, 2022 | Classificationtext-classification | —Unverified | 0 | 0 |
| Exploring the Maze of Multilingual Modeling | Oct 9, 2023 | Language ModellingModel Selection | —Unverified | 0 | 0 |
| MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers | Apr 4, 2021 | Cross-Lingual TransferSentence | —Unverified | 0 | 0 |
| MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations | Oct 19, 2023 | Classificationtext-classification | —Unverified | 0 | 0 |
| Transformer-Based Contextualized Language Models Joint with Neural Networks for Natural Language Inference in Vietnamese | Nov 20, 2024 | Natural Language InferenceXLM-R | —Unverified | 0 | 0 |
| A Primer on Pretrained Multilingual Language Models | Jul 1, 2021 | Joint Multilingual Sentence RepresentationsMultilingual text classification | —Unverified | 0 | 0 |
| mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval | Jul 29, 2024 | Contrastive LearningReranking | —Unverified | 0 | 0 |
| USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task | Nov 28, 2024 | Information RetrievalMachine Translation | —Unverified | 0 | 0 |
| Mixed-Distil-BERT: Code-mixed Language Modeling for Bangla, English, and Hindi | Sep 19, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER | May 4, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Multilingual and Zero-Shot is Closing in on Monolingual Web Register Classification | May 1, 2021 | ArticlesCross-Lingual Transfer | —Unverified | 0 | 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 | 0 |
| Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model | Apr 13, 2024 | Cross-Lingual TransferIn-Context Learning | —Unverified | 0 | 0 |
| Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models | May 24, 2022 | Cross-Lingual TransferXLM-R | —Unverified | 0 | 0 |
| BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context | Jan 7, 2025 | Language ModellingNER | —Unverified | 0 | 0 |