Multi-Lingual Learning

On the Role of Parallel Data in Cross-lingual Transfer Learning ACL 2023 Question-Answering in a Low-resourced Language: Benchmark Dataset and Models for Tigrinya ACL 2023 Soft Language Clustering for Multilingual Model Pre-training ACL 2023 Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023 The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages EMNLP 2023 Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review ACL 2023 Using Neural Machine Translation for Generating Diverse Challenging Exercises for Language Learner ACL 2023 With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages ACL 2023 XDailyDialog: A Multilingual Parallel Dialogue Corpus ACL 2023 xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ACL 2023 A Benchmark Study of Contrastive Learning for Arabic Social Meaning EMNLP 2022 Adapting Multilingual Models for Code-Mixed Translation EMNLP 2022 AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages EMNLP 2022 Alternative Input Signals Ease Transfer in Multilingual Machine Translation ACL 2022 Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models EMNLP 2022 ASQA: Factoid Questions Meet Long-Form Answers EMNLP 2022 Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport EMNLP 2022 BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles AAAI 2022 BPHC@DravidianLangTech-ACL2022-A comparative analysis of classical and pre-trained models for troll meme classification in Tamil ACL 2022 CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract) AAAI 2022 CMCL 2022 Shared Task on Multilingual and Crosslingual Prediction of Human Reading Behavior ACL 2022 Composable Sparse Fine-Tuning for Cross-Lingual Transfer ACL 2022 Cross-lingual transfer for low-resource Arabic language understanding EMNLP 2022 Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ACL 2022 Detecting False Claims in Low-Resource Regions: A Case Study of Caribbean Islands ACL 2022