5 papers
Ask or Answer: A Decision Framework for Multi-Turn Health Misinformation Intervention
Xiaoying Song, Anirban Saha Anik, Jinyu Liu +3
Correcting health misinformation in dialogue requires more than producing a factual rebuttal: users differ in what they know, what they believe, and what they need to hear, so an e…
A Multi-Agent System for Complex Reasoning in Radiology Visual Question Answering
Ziruo Yi, Jinyu Liu, Ting Xiao +1
Radiology visual question answering (RVQA) provides precise answers to questions about chest X-ray images, alleviating radiologists' workload. While recent methods based on multimo…
A Hybrid Framework for Subject Analysis: Integrating Embedding-Based Regression Models with Large Language Models
Jinyu Liu, Xiaoying Song, Diana Zhang +3
Providing subject access to information resources is an essential function of any library management system. Large language models (LLMs) have been widely used in classification an…
A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base
Hasti Toossi, Guo Qing Huai, Jinyu Liu +3
In the pursuit of supporting more languages around the world, tools that characterize properties of languages play a key role in expanding the existing multilingual NLP research. I…
Predicting Machine Translation Performance on Low-Resource Languages: The Role of Domain Similarity
Eric Khiu, Hasti Toossi, David Anugraha +6
Fine-tuning and testing a multilingual large language model is expensive and challenging for low-resource languages (LRLs). While previous studies have predicted the performance of…