Large Language Models

QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm ACL 2025 QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration ICML 2025 QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models NAACL 2025 QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025 Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis ACL 2025 QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation EMNLP 2025 Quantification of Large Language Model Distillation ACL 2025 Quantifying Logical Consistency in Transformers via Query-Key Alignment EMNLP 2025 Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025 Quantifying Memorization in Continual Pre-training with Japanese General or Industry-Specific Corpora ACL 2025 Quantifying Memory Utilization with Effective State-Size ICML 2025 Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs ICML 2025 Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs EMNLP 2025 QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache ICML 2025 QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation ACL 2025 Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking EMNLP 2025 Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025 Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models ACL 2025 Questioning Our Questions: How Well Do Medical QA Benchmarks Evaluate Clinical Capabilities of Language Models? ACL 2025 QuEST: Stable Training of LLMs with 1-Bit Weights and Activations ICML 2025 Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning ACL 2025 R2C: Mapping Room to Chessboard to Unlock LLM As Low-Level Action Planner CVPR 2025 R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts ICML 2025 RaaS: Reasoning-Aware Attention Sparsity for Efficient LLM Reasoning ACL 2025 RA at GenAI Detection Task 2: Fine-tuned Language Models For Detection of Academic Authenticity, Results and Thoughts COLING 2025