Alexander Huth

20 papers A* 9B 1Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents. CoRR Mathis Pink, Qinyuan Wu, Vy Ai Vo, Javier Turek, Jianing Mu, Alexander Huth, Mariya Toneva
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`	Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks. CoRR Mathis Pink, Vy A. Vo, Qinyuan Wu, Jianing Mu, Javier S. Turek, Uri Hasson, Kenneth A. Norman, Sebastian Michelmann, Alexander Huth, Mariya Toneva
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`	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	A*	`conf`	Brain encoding models based on multimodal transformers can transfer across language and vision. NeurIPS Jerry Tang, Meng Du, Vy A. Vo, Vasudev Lal, Alexander Huth
2023	B	`conf`	Humans and language models diverge when predicting repeating text. CoNLL Aditya R. Vaidya, Javier Turek, Alexander Huth
2023	A*	`conf`	Scaling laws for language encoding models in fMRI. NeurIPS Richard J. Antonello, Aditya R. Vaidya, Alexander Huth
2022	A*	`conf`	Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech. ICML Aditya R. Vaidya, Shailee Jain, Alexander 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	A*	`conf`	Multi-timescale Representation Learning in LSTM Language Models. ICLR Shivangi Mahto, Vy Ai Vo, Javier S. Turek, 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	A*	`conf`	Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network. ICML Javier Turek, Shailee Jain, Vy A. Vo, Mihai Capota, Alexander Huth, Theodore L. Willke
2020	J	`jnl`	Deep Generative Modeling for Scene Synthesis via Hybrid Representations. ACM Trans. Graph. Zaiwei Zhang, Zhenpei Yang, Chongyang Ma, Linjie Luo, Alexander Huth, Etienne Vouga, Qixing Huang
2020	A*	`conf`	Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech. NeurIPS Shailee Jain, Vy A. Vo, Shivangi Mahto, Amanda LeBel, Javier S. Turek, Alexander Huth
2020	J	`jnl`	Selecting Informative Contexts Improves Language Model Finetuning. CoRR Richard J. Antonello, Javier Turek, Alexander Huth
2018	J	`jnl`	Deep Generative Modeling for Scene Synthesis via Hybrid Representations. CoRR Zaiwei Zhang, Zhenpei Yang, Chongyang Ma, Linjie Luo, Alexander Huth, Etienne Vouga, Qixing Huang
2018	A*	`conf`	Incorporating Context into Language Encoding Models for fMRI. NeurIPS Shailee Jain, Alexander Huth
2017	J	`jnl`	Sparse and low-rank approximations of large symmetric matrices using biharmonic interpolation. CoRR Javier S. Turek, Alexander Huth