performance evaluation

AssetOpsBench-Live: Privacy-Aware Online Evaluation of Multi-Agent Performance in Industrial Operations AAAI 2026 CCEval: Accurately and Confidently Evaluating Performance Metrics of Congestion Control Algorithms for Datacenter Networks NSDI 2026 Comparing Text Compression Capabilities of Large Language Models with Traditional Compression Algorithms EACL 2026 ProSkill: Segment-Level Skill Assessment in Procedural Videos WACV 2026 The Curse of Verbalization: How Presentation Order Constrains LLM Reasoning EACL 2026 ARC ‘Challenge’ Is Not That Challenging ACL 2025 A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions IJCAI 2025 BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet) EMNLP 2025 Dialetto, ma Quanto Dialetto? Transcribing and Evaluating Dialects on a Continuum NAACL 2025 (Dis)improved?! How Simplified Language Affects Large Language Model Performance across Languages ACL 2025 GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human COLING 2025 How well do LLMs reason over tabular data, really? ACL 2025 Investigating Omission as a Latency Reduction Strategy in Simultaneous Speech Translation IJCNLP 2025 Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025 Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages AAAI 2025 LogiDebrief: A Signal-Temporal Logic Based Automated Debriefing Approach with Large Language Models Integration IJCAI 2025 The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism NAACL 2025 The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs EMNLP 2025 Using Contextually Aligned Online Reviews to Measure LLMs’ Performance Disparities Across Language Varieties NAACL 2025 A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning NeurIPS 2024 Ancient Chinese Sentence Segmentation and Punctuation on Xunzi LLM COLING 2024 Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization? EMNLP 2024 How Does Quantization Affect Multilingual LLMs? EMNLP 2024 LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History EMNLP 2024 On the Worst Prompt Performance of Large Language Models NeurIPS 2024