vocabulary size

Calibrated Language Models and How to Find Them with Label Smoothing ICML 2025 Cut Your Losses in Large-Vocabulary Language Models ICLR 2025 How many words does it take to understand a low-resource language? NAACL 2025 Large Vocabulary Size Improves Large Language Models ACL 2025 Pre-trained Models Perform the Best When Token Distributions Follow Zipf’s Law EMNLP 2025 Graphemes vs. phonemes: battling it out in character-based language models CoNLL 2024 On the relationship between speech production and vocabulary size in 3-5 year olds Interspeech 2024 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies NeurIPS 2024 Tokenisation in Machine Translation Does Matter: The impact of different tokenisation approaches for Maltese ACL 2024 Tokenizer Choice For LLM Training: Negligible or Crucial? NAACL 2024 UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages ACL 2024 Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 EMNLP 2022 Back-translation for Large-Scale Multilingual Machine Translation EMNLP 2021 Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification NAACL 2021 Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models EMNLP 2021 Which transformer architecture fits my data? A vocabulary bottleneck in self-attention ICML 2021 Finding the Optimal Vocabulary Size for Neural Machine Translation EMNLP 2020 Improving Speech Recognition of Compound-Rich Languages Interspeech 2020 Interpreting Neural CWI Classifiers’ Weights as Vocabulary Size ACL 2020 The Grammar of Emergent Languages EMNLP 2020 Investigating the Effectiveness of BPE: The Power of Shorter Sequences EMNLP 2019 Sparse Sequence-to-Sequence Models ACL 2019 The Extent of Repetition in Contract Language NAACL 2019 Learning to Segment Inputs for NMT Favors Character-Level Processing EMNLP 2018 Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models NeurIPS 2018