Ep. 126 - January 28, 2024

arXiv NLP research summaries for January 28, 2024. Today's Research Themes (AI-Generated): • ENGINE fine-tuning method for textual graphs with LLMs significantly reduces training complexity and enhances speed. • MunTTS system promotes indigenous Indian language Mundari through efficient end-to-end text-to-speech modeling. • Chain-of-Thought prompting in LLMs reduces gender bias in unscalable tasks through step-by-step predictions. • TA&AT method advances task-oriented dialog systems with turn-level auxiliary tasks and scheduled sampling techniques. • LLsM introduces advanced linguistic steganography using Large Language Models for covert and theme-specific communication.