arXiv NLP research summaries for January 11, 2024.

Today's Research Themes (AI-Generated):

• Enhancing language models with conceptual knowledge for improved entity understanding

• Correcting speech recognition errors through unsupervised learning

• Incorporating physician diagnostic logic into medical dialogue systems

• Analyzing multi-way parallel machine translations on the web

• Probing language models for structured semantics understanding via question answering