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