Large Language Models

Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds IJCAI 2025 WXImpactBench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language Models ACL 2025 X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning EMNLP 2025 X-Guard: Multilingual Guard Agent for Content Moderation ACL 2025 XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering EMNLP 2025 Yandex Submission to the WMT25 General Machine Translation Task EMNLP 2025 Y-NQ: English-Yorùbá Evaluation dataset for Open-Book Reading Comprehension with Open-Ended Questions ACL 2025 YNU at SemEval-2025 Task 4: Synthetic Token Alternative Training for LLM Unlearning SemEval 2025 Yo'Chameleon: Personalized Vision and Language Generation CVPR 2025 YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model ACL 2025 Z1: Efficient Test-time Scaling with Code EMNLP 2025 ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization EMNLP 2025 Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline AAAI 2025 Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild NeurIPS 2024 A Careful Examination of Large Language Model Performance on Grade School Arithmetic NeurIPS 2024 Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight NeurIPS 2024 Achieving Stronger Generation via Simple Contrastive Tuning EMNLP 2024 A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery EMNLP 2024 A Critical Evaluation of AI Feedback for Aligning Large Language Models NeurIPS 2024 ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024 Active Learning with LLMs for Partially Observed and Cost-Aware Scenarios NeurIPS 2024 Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare NeurIPS 2024 AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024 Ad Auctions for LLMs via Retrieval Augmented Generation NeurIPS 2024 AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning EMNLP 2024