Ep. 252 - June 2, 2024

ArXiv NLP research for Sunday, June 02, 2024. 00:19: Prompt Framework for Role-playing: Generation and Evaluation 01:05: Transforming Computer Security and Public Trust Through the Exploration of Fine-Tuning Large Language Models 02:18: Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback 03:54: Presence or Absence: Are Unknown Word Usages in Dictionaries? 05:09: Topic Modeling for Short Texts with Large Language Models 06:09: How well do distributed representations convey contextual lexical semantics: a Thesis Proposal 07:05: Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction 08:27: Automatic Instruction Evolving for Large Language Models 09:25: Applying Intrinsic Debiasing on Downstream Tasks: Challenges and Considerations for Machine Translation 10:26: Developing an efficient corpus using Ensemble Data cleaning approach 11:51: BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling 13:15: FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models 14:51: The Power of Summary-Source Alignments 16:11: Formality Style Transfer in Persian 17:39: Show, Don't Tell: Aligning Language Models with Demonstrated Feedback 19:08: YODAS: Youtube-Oriented Dataset for Audio and Speech 20:13: MEDIQ: Question-Asking LLMs for Adaptive and Reliable Medical Reasoning 22:15: A Survey of Useful LLM Evaluation 23:31: Unveil the Duality of Retrieval-Augmented Generation: Theoretical Analysis and Practical Solution 25:07: Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification 27:18: Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media