Selecting Informative Contexts Improves Language Model Finetuning. - Richard J. Antonello; Javier Turek; Alexander Huth (CoRR, 2020)

Selecting Informative Contexts Improves Language Model Fine-tuning. - Richard J. Antonello; Nicole Beckage; Javier Turek; Alexander Huth (ACL/IJCNLP (1), 2021)

Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses. - Richard J. Antonello; Javier S. Turek; Vy Ai Vo; Alexander Huth (NeurIPS, 2021)

Scaling laws for language encoding models in fMRI. - Richard J. Antonello; Aditya R. Vaidya; Alexander Huth (NeurIPS, 2023)

Explaining black box text modules in natural language with language models. - Chandan Singh; Aliyah R. Hsu; Richard J. Antonello; Shailee Jain; Alexander G. Huth; Bin Yu 001; Jianfeng Gao 001 (CoRR, 2023)

Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions. - Vinamra Benara; Chandan Singh; John X. Morris; Richard J. Antonello; Ion Stoica; Alexander Huth; Jianfeng Gao 001 (NeurIPS, 2024)

How Many Bytes Can You Take Out Of Brain-To-Text Decoding? - Richard J. Antonello; Nihita Sarma; Jerry Tang; Jiaru Song; Alexander Huth (CoRR, 2024)

Crafting Interpretable Embeddings by Asking LLMs Questions. - Vinamra Benara; Chandan Singh; John X. Morris; Richard J. Antonello; Ion Stoica; Alexander G. Huth; Jianfeng Gao 001 (CoRR, 2024)

Evidence from fMRI Supports a Two-Phase Abstraction Process in Language Models. - Emily Cheng; Richard J. Antonello (CoRR, 2024)

A generative framework to bridge data-driven models and scientific theories in language neuroscience. - Richard J. Antonello; Chandan Singh; Shailee Jain; Aliyah R. Hsu; Jianfeng Gao 001; Bin Yu 001; Alexander Huth (CoRR, 2024)

BrainWavLM: Fine-tuning Speech Representations with Brain Responses to Language. - Nishitha Vattikonda; Aditya R. Vaidya; Richard J. Antonello; Alexander G. Huth (CoRR, 2025)

Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG. - Siavash Shams; Richard J. Antonello; Gavin Mischler; Stephan Bickel; Ashesh D. Mehta; Nima Mesgarani (CoRR, 2025)

Interpretable Embeddings of Speech Enhance and Explain Brain Encoding Performance of Audio Models. - Riki Shimizu; Richard J. Antonello; Chandan Singh; Nima Mesgarani (CoRR, 2025)