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Voila-A: Aligning Vision-Language Models with User's Gaze Attention. (arXiv:2401.09454v1 [cs.CV]) 

Explainable Multimodal Sentiment Analysis on Bengali Memes. (arXiv:2401.09446v1 [cs.CV]) 

RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models. (arXiv:2401.09432v1 [cs.CL]) 

Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation. (arXiv:2401.08417v2 [cs.CL] UPDATED) 

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture. (arXiv:2401.08406v2 [cs.CL] UPDATED) 

Are self-explanations from Large Language Models faithful?. (arXiv:2401.07927v2 [cs.CL] UPDATED) 

TAROT: A Hierarchical Framework with Multitask Co-Pretraining on Semi-Structured Data towards Effective Person-Job Fit. (arXiv:2401.07525v2 [cs.CL] UPDATED) 

Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering. (arXiv:2401.07510v2 [cs.CL] UPDATED) 

Improving Domain Adaptation through Extended-Text Reading Comprehension. (arXiv:2401.07284v2 [cs.CL] UPDATED) 

E^2-LLM: Efficient and Extreme Length Extension of Large Language Models. (arXiv:2401.06951v2 [cs.CL] UPDATED) 

Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning. (arXiv:2401.06805v2 [cs.CL] UPDATED) 

Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training. (arXiv:2401.05566v3 [cs.CR] UPDATED) 

Truth Forest: Toward Multi-Scale Truthfulness in Large Language Models through Intervention without Tuning. (arXiv:2312.17484v2 [cs.CL] UPDATED) 

Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4. (arXiv:2312.16171v2 [cs.CL] UPDATED) 

Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs. (arXiv:2312.14345v2 [cs.AI] UPDATED) 

LLM-SQL-Solver: Can LLMs Determine SQL Equivalence?. (arXiv:2312.10321v2 [cs.DB] UPDATED) 

Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations. (arXiv:2312.03122v2 [cs.CL] UPDATED) 

Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation. (arXiv:2311.13184v2 [cs.LG] UPDATED) 

Debiasing Algorithm through Model Adaptation. (arXiv:2310.18913v2 [cs.CL] UPDATED) 

SpecTr: Fast Speculative Decoding via Optimal Transport. (arXiv:2310.15141v2 [cs.LG] UPDATED) 

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