Multi-Lingual Learning

The NaijaVoices Dataset: Cultivating Large-Scale, High-Quality, Culturally-Rich Speech Data for African Languages Interspeech 2025 ViCocktail: Automated Multi-Modal Data Collection for Vietnamese Audio-Visual Speech Recognition Interspeech 2025 VoiceNet: Multilingual On-Device Phoneme-To-Audio Alignment Interspeech 2025 Casablanca: Data and Models for Multidialectal Arabic Speech Recognition EMNLP 2024 How Vocabulary Sharing Facilitates Multilingualism in LLaMA? ACL 2024 MLCL: A Framework for Reducing Language Imbalance in Sino-Tibetan Languages through Adapter Structures ACML 2024 Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps EMNLP 2024 Unintended Impacts of LLM Alignment on Global Representation ACL 2024 Evaluating and Modeling Attribution for Cross-Lingual Question Answering EMNLP 2023 GLM-130B: An Open Bilingual Pre-trained Model ICLR 2023 Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023 Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023 Bootstrapping a high quality multilingual multimodal dataset for Bletchley ACML 2022 CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract) AAAI 2022 Cross-Lingual Transfer with Class-Weighted Language-Invariant Representations ICLR 2022 Enhancing Cross-lingual Transfer by Manifold Mixup ICLR 2022 Normalization of Language Embeddings for Cross-Lingual Alignment ICLR 2022 Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning ICLR 2022 Commonsense Knowledge Augmentation for Low-Resource Languages via Adversarial Learning AAAI 2021 Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models ICLR 2021 On Learning Universal Representations Across Languages ICLR 2021 Cross-Lingual Ability of Multilingual BERT: An Empirical Study ICLR 2020 Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework ICLR 2020 It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT EMNLP 2020 Massively Multilingual Sparse Word Representations ICLR 2020