Scholar
Ting-Rui Chiang
Google Scholar ID: aIgoIxwAAAAJ
University of Southern California
Citations & Impact
Citations
233
H-index
5
i10-index
4
Publications
17
Co-authors
0
Contact
Publications
Resume
Academic Achievements
- - Improving Informativeness for Retrieval Augmentation Generation via Reward Modeling
- - LocateBench: Evaluating the Locating Ability of Vision Language Models
- - Pelican Soup Framework: A Theoretical Framework for Language Model Capabilities
- - On Retrieval Augmentation and the Limitations of Language Model Training
- - The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model Pretraining
- - On a Benefit of Mask Language Modeling: The Robustness to Simplicity Bias
- - Breaking Down Multilingual Machine Translation
- - Relating Neural Text Degeneration to Exposure Bias
- - Improving Dialogue State Tracking by Joint Slot Modeling
- - Are you doing what I say? On modalities alignment in ALFRED
- - An Empirical Study of Content Understanding in Conversational Question Answering
- - Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems
- - Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer
- - RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection
Research Experience
- - Applied Scientist Intern at Amazon Seattle with Kevin Small (Summer 2024)
- - Summer Intern at Reka AI with Mikel Artetxe (Summer 2023)
- - Applied Scientist Intern at Amazon Seattle with Markus Dreyer (Summer 2022)
Education
- PhD student at the University of Southern California, advised by Prof. Dani Yogatama; previously studied at Carnegie Mellon University (CMU) and National Taiwan University (NTU), advised by Prof. Yun-Nung (Vivian) Chen.
Background
- Research interest is about assessing and mitigating the limitations of language models. Previously, stayed for a while at Carnegie Mellon University (CMU) and National Taiwan University (NTU).