| Machines Do See Color: A Guideline to Classify Different Forms of Racist Discourse in Large Corpora | Jan 17, 2024 | text-classificationText Classification | —Unverified | 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 |
| Exploring the Maze of Multilingual Modeling | Oct 9, 2023 | Language ModellingModel Selection | —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 |
| MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations | Oct 19, 2023 | Classificationtext-classification | —Unverified | 0 |
| mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval | Jul 29, 2024 | Contrastive LearningReranking | —Unverified | 0 |
| Mixed-Distil-BERT: Code-mixed Language Modeling for Bangla, English, and Hindi | Sep 19, 2023 | 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 |
| Multilingual Large Language Models and Curse of Multilinguality | Jun 15, 2024 | DecoderXLM-R | —Unverified | 0 |
| Multilingual Pre-training with Universal Dependency Learning | Dec 1, 2021 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching | Nov 16, 2021 | Contrastive LearningKnowledge Distillation | —Unverified | 0 |
| Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval | Jan 17, 2025 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| NICT Kyoto Submission for the WMT’21 Quality Estimation Task: Multimetric Multilingual Pretraining for Critical Error Detection | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On Learning Universal Representations Across Languages | Jul 31, 2020 | Contrastive LearningCross-Lingual Natural Language Inference | —Unverified | 0 |
| Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings | Apr 30, 2020 | Cross-Lingual TransferModel Selection | —Unverified | 0 |
| On the Universality of Deep Contextual Language Models | Sep 15, 2021 | Cross-Lingual TransferXLM-R | —Unverified | 0 |
| Priberam Labs at the 3rd Shared Task on SlavNER | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Prix-LM: Pretraining for Multilingual Knowledge Base Construction | Nov 16, 2021 | Bilingual Lexicon InductionCausal Language Modeling | —Unverified | 0 |
| Retrofitting Large Language Models with Dynamic Tokenization | Nov 27, 2024 | DecoderFairness | —Unverified | 0 |
| RobertNLP at the IWPT 2021 Shared Task: Simple Enhanced UD Parsing for 17 Languages | Aug 1, 2021 | Dependency ParsingXLM-R | —Unverified | 0 |
| Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification | Nov 1, 2021 | Cross-Lingual Sentiment ClassificationDialogue State Tracking | —Unverified | 0 |
| Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models | Jul 12, 2023 | QuantizationXLM-R | —Unverified | 0 |
| SenseCluster at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection | Dec 1, 2020 | Change DetectionClustering | —Unverified | 0 |
| Siamese Networks for Inference in Malayalam Language Texts | Sep 1, 2021 | Binary ClassificationClassification | —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 |
| Sliced at SemEval-2022 Task 11: Bigger, Better? Massively Multilingual LMs for Multilingual Complex NER on an Academic GPU Budget | Jul 1, 2022 | GPUNER | —Unverified | 0 |
| SMTCE: A Social Media Text Classification Evaluation Benchmark and BERTology Models for Vietnamese | Sep 21, 2022 | Classificationtext-classification | —Unverified | 0 |
| Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024 | Apr 23, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Solution for Emotion Prediction Competition of Workshop on Emotionally and Culturally Intelligent AI | Mar 26, 2024 | DiversityXLM-R | —Unverified | 0 |
| Subasa -- Adapting Language Models for Low-resourced Offensive Language Detection in Sinhala | Apr 2, 2025 | XLM-R | —Unverified | 0 |
| Targeted Multilingual Adaptation for Low-resource Language Families | May 20, 2024 | XLM-R | —Unverified | 0 |
| Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection | Aug 1, 2021 | ArticlesBinary Classification | —Unverified | 0 |
| Team Rouges at SemEval-2020 Task 12: Cross-lingual Inductive Transfer to Detect Offensive Language | Dec 1, 2020 | Language IdentificationPosition | —Unverified | 0 |
| TEET! Tunisian Dataset for Toxic Speech Detection | Oct 11, 2021 | Feature EngineeringXLM-R | —Unverified | 0 |
| TeluguNER: Leveraging Multi-Domain Named Entity Recognition with Deep Transformers | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Testing pre-trained Transformer models for Lithuanian news clustering | Apr 3, 2020 | ClusteringXLM-R | —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 |
| The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer | Jan 16, 2022 | Machine TranslationNER | —Unverified | 0 |
| The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models | Jun 27, 2024 | Cross-Lingual TransferSentiment Analysis | —Unverified | 0 |
| Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese | Apr 18, 2023 | Cross-Lingual Transfernamed-entity-recognition | —Unverified | 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 |
| USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task | Nov 28, 2024 | Information RetrievalMachine Translation | —Unverified | 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 |
| VTCC-NLP at NL4Opt competition subtask 1: An Ensemble Pre-trained language models for Named Entity Recognition | Dec 14, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages | Mar 1, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties | Sep 27, 2020 | SentenceXLM-R | —Unverified | 0 |
| XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation | Nov 1, 2020 | Natural Language UnderstandingXLM-R | —Unverified | 0 |
| ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling | Jan 4, 2022 | Classificationtext-classification | —Unverified | 0 |
| Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study | Nov 11, 2023 | Cross-Lingual Sentiment ClassificationCross-Lingual Transfer | —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 |