| LOME: Large Ontology Multilingual Extraction | Jan 28, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context | Jan 7, 2025 | Language ModellingNER | —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 |
| 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 |
| Massively Multilingual Lexical Specialization of Multilingual Transformers | Aug 1, 2022 | Bilingual Lexicon InductionRetrieval | —Unverified | 0 |
| CUET-NLP@TamilNLP-ACL2022: Multi-Class Textual Emotion Detection from Social Media using Transformer | May 1, 2022 | Emotion RecognitionOpinion Mining | —Unverified | 0 |
| BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification | Aug 16, 2022 | Classificationtext-classification | —Unverified | 0 |
| GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings | Aug 1, 2021 | Cross-Lingual TransferLanguage Modelling | —Unverified | 0 |
| LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization | Jan 11, 2024 | intent-classificationIntent Classification | —Unverified | 0 |
| AmaSQuAD: A Benchmark for Amharic Extractive Question Answering | Feb 4, 2025 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 |
| Diagnosing Transformers in Task-Oriented Semantic Parsing | May 27, 2021 | Semantic Parsingvalid | —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 |
| Machines Do See Color: A Guideline to Classify Different Forms of Racist Discourse in Large Corpora | Jan 17, 2024 | text-classificationText Classification | —Unverified | 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 |
| Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks | Aug 18, 2021 | XLM-R | —Unverified | 0 |
| Compressing Cross-Lingual Multi-Task Models at Qualtrics | Nov 29, 2022 | ManagementModel Compression | —Unverified | 0 |
| Automatic Sexism Detection with Multilingual Transformer Models | Jun 9, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Larger-Scale Transformers for Multilingual Masked Language Modeling | May 2, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automatic Difficulty Classification of Arabic Sentences | Mar 7, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models | Oct 24, 2022 | Knowledge DistillationModel Compression | —Unverified | 0 |
| Lexicon based Fine-tuning of Multilingual Language Models for Sentiment Analysis of Low-resource Languages | Jan 16, 2022 | ClassificationSentiment Analysis | —Unverified | 0 |
| Combining static and contextualised multilingual embeddings | Nov 16, 2021 | RetrievalXLM-R | —Unverified | 0 |
| ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification | Sep 19, 2022 | ArticlesLexical Simplification | —Unverified | 0 |
| L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages | Nov 21, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Investigating Language Relationships in Multilingual Sentence Encoders Through the Lens of Linguistic Typology | Sep 1, 2022 | SentenceXLM-R | —Unverified | 0 |
| Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models | May 24, 2022 | Cross-Lingual TransferXLM-R | —Unverified | 0 |
| AsNER - Annotated Dataset and Baseline for Assamese Named Entity recognition | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | —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 |
| Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer | Dec 4, 2022 | Cross-Lingual TransferXLM-R | —Unverified | 0 |
| CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling | Dec 1, 2020 | BIG-bench Machine LearningLanguage Identification | —Unverified | 0 |
| Extending Word-Level Quality Estimation for Post-Editing Assistance | Sep 23, 2022 | Word AlignmentXLM-R | —Unverified | 0 |
| Extrapolating Multilingual Understanding Models as Multilingual Generators | May 22, 2023 | DenoisingLanguage Modeling | —Unverified | 0 |
| A Text-to-Text Model for Multilingual Offensive Language Identification | Dec 6, 2023 | DecoderLanguage Identification | —Unverified | 0 |
| FBERT: A Neural Transformer for Identifying Offensive Content | Sep 10, 2021 | Language IdentificationXLM-R | —Unverified | 0 |
| FinEst BERT and CroSloEngual BERT: less is more in multilingual models | Jun 14, 2020 | Dependency ParsingNER | —Unverified | 0 |
| Evaluating the Effectiveness of XAI Techniques for Encoder-Based Language Models | Jan 26, 2025 | XLM-R | —Unverified | 0 |
| English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too | Jun 3, 2020 | Cross-Lingual TransferQuestion Answering | —Unverified | 0 |
| Comparative Approaches to Sentiment Analysis Using Datasets in Major European and Arabic Languages | Jan 21, 2025 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers | May 1, 2020 | Cross-Lingual TransferCross-Lingual Word Embeddings | —Unverified | 0 |
| 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 |
| AsNER -- Annotated Dataset and Baseline for Assamese Named Entity recognition | Jul 7, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too | May 26, 2020 | Cross-Lingual TransferHellaSwag | —Unverified | 0 |
| Gradient Sparsification For Masked Fine-Tuning of Transformers | Nov 16, 2021 | Transfer LearningXLM-R | —Unverified | 0 |
| Emotion Stimulus Detection in German News Headlines | Jul 27, 2021 | Emotion RecognitionSentence | —Unverified | 0 |
| Classification of Code-Mixed Text Using Capsule Networks | Sep 1, 2021 | ClassificationXLM-R | —Unverified | 0 |
| A Multilingual Reading Comprehension System for more than 100 Languages | Dec 1, 2020 | Machine Reading ComprehensionMachine Translation | —Unverified | 0 |