| 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 |
| Compressing Cross-Lingual Multi-Task Models at Qualtrics | Nov 29, 2022 | ManagementModel Compression | —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 |
| Collateral facilitation in humans and language models | Nov 9, 2022 | XLM-R | CodeCode Available | 0 |
| IITD at the WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda Detection | Oct 31, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 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 |
| Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task | Oct 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning | Oct 18, 2022 | Cross-Lingual Transfertext-classification | CodeCode Available | 0 |
| Are Pretrained Multilingual Models Equally Fair Across Languages? | Oct 11, 2022 | Cloze TestFairness | CodeCode Available | 0 |
| How about Time? Probing a Multilingual Language Model for Temporal Relations | Oct 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Disfluency Detection for Vietnamese | Oct 1, 2022 | Vietnamese Word SegmentationXLM-R | CodeCode Available | 0 |
| Extending Word-Level Quality Estimation for Post-Editing Assistance | Sep 23, 2022 | Word AlignmentXLM-R | —Unverified | 0 |
| SMTCE: A Social Media Text Classification Evaluation Benchmark and BERTology Models for Vietnamese | Sep 21, 2022 | Classificationtext-classification | —Unverified | 0 |
| ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification | Sep 19, 2022 | ArticlesLexical Simplification | —Unverified | 0 |
| From Disfluency Detection to Intent Detection and Slot Filling | Sep 17, 2022 | Intent DetectionLanguage Modeling | CodeCode Available | 0 |
| Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching | Sep 13, 2022 | Contrastive LearningKnowledge Distillation | CodeCode Available | 0 |
| Multilingual Bidirectional Unsupervised Translation Through Multilingual Finetuning and Back-Translation | Sep 6, 2022 | DecoderNMT | CodeCode Available | 0 |
| Neural Approaches to Multilingual Information Retrieval | Sep 3, 2022 | Document TranslationInformation Retrieval | CodeCode Available | 0 |
| Investigating Language Relationships in Multilingual Sentence Encoders Through the Lens of Linguistic Typology | Sep 1, 2022 | SentenceXLM-R | —Unverified | 0 |
| BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification | Aug 16, 2022 | Classificationtext-classification | —Unverified | 0 |
| Massively Multilingual Lexical Specialization of Multilingual Transformers | Aug 1, 2022 | Bilingual Lexicon InductionRetrieval | —Unverified | 0 |
| AsNER -- Annotated Dataset and Baseline for Assamese Named Entity recognition | Jul 7, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks | Jul 1, 2022 | Dependency ParsingXLM-R | CodeCode Available | 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 |
| Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection | Jul 1, 2022 | ClassificationSentence | —Unverified | 0 |
| Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems | Jun 15, 2022 | Cross-Lingual Natural Language Inferenceintent-classification | —Unverified | 0 |
| AsNER - Annotated Dataset and Baseline for Assamese Named Entity recognition | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification | Jun 1, 2022 | Classificationtext-classification | CodeCode Available | 0 |
| Debating Europe: A Multilingual Multi-Target Stance Classification Dataset of Online Debates | Jun 1, 2022 | Stance ClassificationXLM-R | —Unverified | 0 |
| Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models | May 24, 2022 | Cross-Lingual TransferXLM-R | —Unverified | 0 |
| Multi-Task Text Classification using Graph Convolutional Networks for Large-Scale Low Resource Language | May 2, 2022 | Graph ReconstructionSarcasm Detection | CodeCode Available | 0 |
| Explaining Classes through Stable Word Attributions | May 1, 2022 | text-classificationText Classification | CodeCode Available | 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 |
| CUET-NLP@TamilNLP-ACL2022: Multi-Class Textual Emotion Detection from Social Media using Transformer | May 1, 2022 | Emotion RecognitionOpinion Mining | —Unverified | 0 |
| TeluguNER: Leveraging Multi-Domain Named Entity Recognition with Deep Transformers | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer | Apr 13, 2022 | Continual LearningCross-Lingual Transfer | CodeCode Available | 0 |
| Do Not Fire the Linguist: Grammatical Profiles Help Language Models Detect Semantic Change | Apr 12, 2022 | Change DetectionLanguage Modeling | —Unverified | 0 |
| Factual Consistency of Multilingual Pretrained Language Models | Mar 22, 2022 | XLM-R | CodeCode Available | 0 |
| Do Multilingual Language Models Capture Differing Moral Norms? | Mar 18, 2022 | SentenceXLM-R | —Unverified | 0 |
| Combining Static and Contextualised Multilingual Embeddings | Mar 17, 2022 | RetrievalXLM-R | CodeCode Available | 0 |
| Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages | Mar 3, 2022 | Cross-Lingual TransferXLM-R | CodeCode Available | 0 |
| Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models | Jan 20, 2022 | Document RankingInformation Retrieval | CodeCode Available | 0 |
| Frustratingly Simple Regularization to Improve Zero-shot Cross-lingual Robustness | Jan 16, 2022 | Cross-Lingual TransferXLM-R | —Unverified | 0 |
| Lexicon based Fine-tuning of Multilingual Language Models for Sentiment Analysis of Low-resource Languages | Jan 16, 2022 | ClassificationSentiment Analysis | —Unverified | 0 |
| The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer | Jan 16, 2022 | Machine TranslationNER | —Unverified | 0 |
| Are Pretrained Multilingual Models Equally Fair Across Languages? | Jan 16, 2022 | Cloze TestFairness | —Unverified | 0 |
| ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling | Jan 4, 2022 | Classificationtext-classification | —Unverified | 0 |
| CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain | Dec 16, 2021 | Clinical Concept ExtractionLanguage Modelling | CodeCode Available | 0 |
| Multilingual Pre-training with Universal Dependency Learning | Dec 1, 2021 | Dependency ParsingLanguage Modeling | —Unverified | 0 |