Richard J. Antonello

19 papers A* 3A 1Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking. CoRR Xilin Jiang, Qiaolin Wang, Junkai Wu, Xiaomin He, Zhongweiyang Xu, Yinghao Ma, Minshuo Piao, Kaiyi Yang, Xiuwen Zheng, Riki Shimizu, Yicong Chen, Arsalan Firoozi, Gavin Mischler, Sukru Samet Dindar, Richard J. Antonello, Linyang He, Tsun-An Hsieh, Xulin Fan, Yulun Wu, Yuesheng Ma, Chaitanya Amballa, Weixiong Chen, Jiarui Hai, Ruisi Li, Vishal Choudhari, Cong Han, Yinghao Aaron Li, Adeen Flinker, Mounya Elhilali, Emmanouil Benetos, Mark Hasegawa-Johnson, Romit Roy Choudhury, Nima Mesgarani
2026	J	`jnl`	Abstraction Induces the Brain Alignment of Language and Speech Models. CoRR Emily Cheng, Aditya R. Vaidya, Richard J. Antonello
2025	J	`jnl`	BrainWavLM: Fine-tuning Speech Representations with Brain Responses to Language. CoRR Nishitha Vattikonda, Aditya R. Vaidya, Richard J. Antonello, Alexander G. Huth
2025	J	`jnl`	Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement. CoRR Linyang He, Tianjun Zhong, Richard J. Antonello, Gavin Mischler, Micah Goldblum, Nima Mesgarani
2025	J	`jnl`	Interpretable Embeddings of Speech Enhance and Explain Brain Encoding Performance of Audio Models. CoRR Riki Shimizu, Richard J. Antonello, Chandan Singh, Nima Mesgarani
2025	A	`conf`	Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG. INTERSPEECH Siavash Shams, Richard J. Antonello, Gavin Mischler, Stephan Bickel, Ashesh D. Mehta, Nima Mesgarani
2025	J	`jnl`	Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG. CoRR Siavash Shams, Richard J. Antonello, Gavin Mischler, Stephan Bickel, Ashesh D. Mehta, Nima Mesgarani
2024	J	`jnl`	A generative framework to bridge data-driven models and scientific theories in language neuroscience. CoRR Richard J. Antonello, Chandan Singh, Shailee Jain, Aliyah R. Hsu, Jianfeng Gao, Bin Yu, Alexander Huth
2024	J	`jnl`	Crafting Interpretable Embeddings by Asking LLMs Questions. CoRR Vinamra Benara, Chandan Singh, John X. Morris, Richard J. Antonello, Ion Stoica, Alexander G. Huth, Jianfeng Gao
2024	A*	`conf`	Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions. NeurIPS Vinamra Benara, Chandan Singh, John X. Morris, Richard J. Antonello, Ion Stoica, Alexander Huth, Jianfeng Gao
2024	J	`jnl`	Evidence from fMRI Supports a Two-Phase Abstraction Process in Language Models. CoRR Emily Cheng, Richard J. Antonello
2024	J	`jnl`	How Many Bytes Can You Take Out Of Brain-To-Text Decoding? CoRR Richard J. Antonello, Nihita Sarma, Jerry Tang, Jiaru Song, Alexander Huth
2023	J	`jnl`	Explaining black box text modules in natural language with language models. CoRR Chandan Singh, Aliyah R. Hsu, Richard J. Antonello, Shailee Jain, Alexander G. Huth, Bin Yu, Jianfeng Gao
2023	A*	`conf`	Scaling laws for language encoding models in fMRI. NeurIPS Richard J. Antonello, Aditya R. Vaidya, Alexander Huth
2023	J	`jnl`	Scaling laws for language encoding models in fMRI. CoRR Richard J. Antonello, Aditya R. Vaidya, Alexander G. Huth
2021	J	`jnl`	Low-Dimensional Structure in the Space of Language Representations is Reflected in Brain Responses. CoRR Richard J. Antonello, Javier Turek, Vy A. Vo, Alexander Huth
2021	A*	`conf`	Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses. NeurIPS Richard J. Antonello, Javier S. Turek, Vy Ai Vo, Alexander Huth
2021	—	`conf`	Selecting Informative Contexts Improves Language Model Fine-tuning. ACL/IJCNLP (1) Richard J. Antonello, Nicole Beckage, Javier Turek, Alexander Huth
2020	J	`jnl`	Selecting Informative Contexts Improves Language Model Finetuning. CoRR Richard J. Antonello, Javier Turek, Alexander Huth