Personalized Dialogue Response Generation Learned from Monologues. - Feng-Guang Su; Aliyah R. Hsu; Yi-Lin Tuan; Hung-yi Lee (INTERSPEECH, 2019)

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)

An Investigation into the Effects of Pre-training Data Distributions for Pathology Report Classification. - Aliyah R. Hsu; Yeshwanth Cherapanamjeri; Briton Park; Tristan Naumann; Anobel Y. Odisho; Bin Yu 001 (CoRR, 2023)

Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making. - Aliyah R. Hsu; Yeshwanth Cherapanamjeri; Briton Park; Tristan Naumann; Anobel Y. Odisho; Bin Yu 001 (ICLR, 2024)

Mechanistic Interpretation through Contextual Decomposition in Transformers. - Aliyah R. Hsu; Yeshwanth Cherapanamjeri; Anobel Y. Odisho; Peter R. Carroll; Bin Yu 001 (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)

Rate, Explain and Cite (REC): Enhanced Explanation and Attribution in Automatic Evaluation by Large Language Models. - Aliyah R. Hsu; James Zhu; Zhichao Wang; Bin Bi; Shubham Mehrotra; Shiva K. Pentyala; Katherine Tan; Xiang-Bo Mao; Roshanak Omrani; Sougata Chaudhuri; Regunathan Radhakrishnan; Sitaram Asur; et al. (CoRR, 2024)

Efficient Automated Circuit Discovery in Transformers using Contextual Decomposition. - Aliyah R. Hsu; Georgia Zhou; Yeshwanth Cherapanamjeri; Yaxuan Huang; Anobel Y. Odisho; Peter R. Carroll; Bin Yu 001 (ICLR, 2025)

Enhancing CBMs Through Binary Distillation with Applications to Test-Time Intervention. - Matthew Shen; Aliyah R. Hsu; Abhineet Agarwal; Bin Yu 001 (CoRR, 2025)

CDR-Agent: Intelligent Selection and Execution of Clinical Decision Rules Using Large Language Model Agents. - Zhen Xiang; Aliyah R. Hsu; Austin Zane; Aaron Kornblith; Margaret J. Lin-Martore; Jasmanpreet C. Kaur; Vasuda M. Dokiparthi; Bo Li; Bin Yu (CoRR, 2025)