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Large Language Models

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Papers

PromptWizard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution ACL 2025
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models ACL 2025
Benchmarking Multi-National Value Alignment for Large Language Models ACL 2025
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? ACL 2025
Debiasing Online Preference Learning via Preference Feature Preservation ACL 2025
FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy ACL 2025
When Large Language Models Meet Speech: A Survey on Integration Approaches ACL 2025
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline ACL 2025
MELABenchv1: Benchmarking Large Language Models against Smaller Fine-Tuned Models for Low-Resource Maltese NLP ACL 2025
TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025
MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ACL 2025
Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification ACL 2025
Reverse Preference Optimization for Complex Instruction Following ACL 2025
Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers ACL 2025
SkyLLM: Cross-LLM-APIs Federation for Cost-effective Query Processing ACL 2025
Matina: A Culturally-Aligned Persian Language Model Using Multiple LoRA Experts ACL 2025
Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning ACL 2025
C²RBench: A Chinese Complex Reasoning Benchmark for Large Language Models ACL 2025
Evaluation of Attribution Bias in Generator-Aware Retrieval-Augmented Large Language Models ACL 2025
Diagnosing Failures in Large Language Models’ Answers: Integrating Error Attribution into Evaluation Framework ACL 2025
Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data ACL 2025
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization ACL 2025
VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025
A Survey of Uncertainty Estimation Methods on Large Language Models ACL 2025
PEToolLLM: Towards Personalized Tool Learning in Large Language Models ACL 2025