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cs.CL2026
No Single Tokenizer Feature Reliably Predicts Downstream Language Model Performance
Antonio Lopardo, Luis Frentzen Salim, Shikhar Srivastava +3
Tokenization is a critical component of the language modeling pipeline, but it is poorly understood. Tokenizers can impact downstream performance, but there is currently mixed evid…
cs.CL2024
Improving Multimodal Large Language Models Using Continual Learning
Shikhar Srivastava, Md Yousuf Harun, Robik Shrestha +1
Generative large language models (LLMs) exhibit impressive capabilities, which can be further augmented by integrating a pre-trained vision model into the original LLM to create a…