NLP

Discourse and LLMs
We measure and enhance LLMs’ discourse understanding, focusing on faithfulness and mechanistic interpretability.
PDF Code Slides
Discourse and LLMs
Summarizing Scientific Content with Social Media Language
Translating complex scientific content into accessible language for social media platforms.
Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers (Tutorial at ACL '25)
Navigating Ethical Challenges in NLP
27 Jul, 2025 Austria Center Vienna
PDF Slides
Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers (Tutorial at ACL '25)
Min's invited talk on prompting at the the IT:U Austria Summer School
Min participated in the interdisciplinary panel on AI in Education, then gave an invited talk the next day on prompting.
25 Jul, 2025 Austria Center Vienna
Project
A Comparative Analysis of Representation Flow in State-Space and Transformer Architectures
We study the feature flow across layers in state-space models compared to Transformers.
ChatCRS: Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems
We incoporate external knowledge and goals for better CRS.
PDF Code
ChatCRS: Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems
Assessing the AI Scientist
We find positive use cases, but also weaknesses that need much handholding from human scientists.
PDF
Assessing the AI Scientist
Benchmarking and Improving OCR Systems for Southeast Asian Languages
We benchmark and improve modern OCR systems on Southeast Asian languages.
PDF Code Slides
Benchmarking and Improving OCR Systems for Southeast Asian Languages
Linguistics Informed Natural Language Processing with Graph Networks
Question-Answering with Linguistics-Based Graph Attention Networks.
Code Slides
Linguistics Informed Natural Language Processing with Graph Networks
Emoji Composition
We provide language resource for emoji composition.
PDF Code Slides
Emoji Composition