language representation

Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models COLING 2025 Data Caricatures: On the Representation of African American Language in Pretraining Corpora ACL 2025 LangSAMP: Language-Script Aware Multilingual Pretraining ACL 2025 Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025 Language Representations Can be What Recommenders Need: Findings and Potentials ICLR 2025 Leveraging Language-based Representations for Better Solving Symbol-related Problems with Large Language Models COLING 2025 What Language Do Non-English-Centric Large Language Models Think in? ACL 2025 Correlations between Multilingual Language Model Geometry and Crosslingual Transfer Performance COLING 2024 Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search ICLR 2024 Exploring Language Representation through a Resource Inventory Project ACL 2024 KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning COLING 2024 Meta Learning Text-to-Speech Synthesis in over 7000 Languages Interspeech 2024 On the Limits of Multi-modal Meta-Learning with Auxiliary Task Modulation Using Conditional Batch Normalization NAACL 2024 Sparse MoE with Language Guided Routing for Multilingual Machine Translation ICLR 2024 Artificial Intelligence, Bias, and Ethics IJCAI 2023 Enhancing Language Representation with Constructional Information for Natural Language Understanding ACL 2023 GlobalBench: A Benchmark for Global Progress in Natural Language Processing EMNLP 2023 Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings EMNLP 2023 The Less the Merrier? Investigating Language Representation in Multilingual Models EMNLP 2023 Unified Language Representation for Question Answering over Text, Tables, and Images ACL 2023 Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models EMNLP 2022 Exploring Timbre Disentanglement in Non-Autoregressive Cross-Lingual Text-to-Speech Interspeech 2022 Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022 IIT Bombay’s WMT22 Automatic Post-Editing Shared Task Submission EMNLP 2022 Language as a fingerprint: Self-supervised learning of user encodings using transformers EMNLP 2022