| COVID-19 Named Entity Recognition for Vietnamese | Apr 8, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| 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 |
| Priberam Labs at the 3rd Shared Task on SlavNER | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Benchmarking Pre-trained Language Models for Multilingual NER: TraSpaS at the BSNLP2021 Shared Task | Apr 1, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| Challenges in Annotating and Parsing Spoken, Code-switched, Frisian-Dutch Data | Apr 1, 2021 | XLM-R | CodeCode Available | 0 |
| Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots | Mar 17, 2021 | Cross-Lingual TransferXLM-R | CodeCode Available | 1 |
| LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation | Mar 11, 2021 | Natural Language UnderstandingXLM-R | —Unverified | 0 |
| Automatic Difficulty Classification of Arabic Sentences | Mar 7, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages | Mar 1, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| NLP-CUET@DravidianLangTech-EACL2021: Offensive Language Detection from Multilingual Code-Mixed Text using Transformers | Feb 28, 2021 | Multilingual text classificationXLM-R | CodeCode Available | 0 |
| Bootstrapping Multilingual AMR with Contextual Word Alignments | Feb 3, 2021 | Multilingual Word EmbeddingsWord Alignment | —Unverified | 0 |
| LOME: Large Ontology Multilingual Extraction | Jan 28, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Distilling Large Language Models into Tiny and Effective Students using pQRNN | Jan 21, 2021 | Data AugmentationSemantic Parsing | —Unverified | 0 |
| MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers | Dec 31, 2020 | RelationXLM-R | CodeCode Available | 0 |
| ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic | Dec 27, 2020 | DiversityXLM-R | CodeCode Available | 1 |
| CogALex-VI Shared Task: Transrelation - A Robust Multilingual Language Model for Multilingual Relation Identification | Dec 12, 2020 | Hypernym DiscoveryLanguage Modeling | CodeCode Available | 0 |
| Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages | Dec 1, 2020 | Transfer LearningXLM-R | CodeCode Available | 0 |
| A Multilingual Reading Comprehension System for more than 100 Languages | Dec 1, 2020 | Machine Reading ComprehensionMachine Translation | —Unverified | 0 |
| Team Rouges at SemEval-2020 Task 12: Cross-lingual Inductive Transfer to Detect Offensive Language | Dec 1, 2020 | Language IdentificationPosition | —Unverified | 0 |
| SenseCluster at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection | Dec 1, 2020 | Change DetectionClustering | —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 |
| 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 |
| XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation | Nov 1, 2020 | Natural Language UnderstandingXLM-R | —Unverified | 0 |
| Cross-neutralising: Probing for joint encoding of linguistic information in multilingual models | Oct 24, 2020 | SentenceXLM-R | —Unverified | 0 |
| Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary | Oct 23, 2020 | Dependency ParsingPart-Of-Speech Tagging | CodeCode Available | 1 |
