empirical evaluation

A Comparative Evaluation of Quantification Methods JMLR 2025 A Knapsack by Any Other Name: Presentation impacts LLM performance on NP-hard problems EMNLP 2025 A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant ACL 2025 Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMs ACL 2025 CausalEval: Towards Better Causal Reasoning in Language Models NAACL 2025 Correlated Errors in Large Language Models ICML 2025 Do Influence Functions Work on Large Language Models? EMNLP 2025 Empirical Evaluation of Loss Masking to Selectively Prevent Memorization ACL 2025 Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption ICML 2025 Retrieval Augmented Time Series Forecasting ICML 2025 Sparse-pivot: Dynamic correlation clustering for node insertions ICML 2025 Are Language Models Actually Useful for Time Series Forecasting? NeurIPS 2024 Can CLIP Count Stars? An Empirical Study on Quantity Bias in CLIP EMNLP 2024 Estimating the Replication Probability of Significant Classification Benchmark Experiments JMLR 2024 Evaluating the Deductive Competence of Large Language Models NAACL 2024 Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nyström method ICML 2024 Parallel Empirical Evaluations: Resilience despite Concurrency AAAI 2024 Partial Optimality in the Linear Ordering Problem ICML 2024 Prompting Large Language Models for Counterfactual Generation: An Empirical Study COLING 2024 Reassessing Evaluation Functions in Algorithmic Recourse: An Empirical Study from a Human-Centered Perspective IJCAI 2024 Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice CLeaR 2024 The Effect of Sampling Temperature on Problem Solving in Large Language Models EMNLP 2024 Unprocessing Seven Years of Algorithmic Fairness ICLR 2024 What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages ACL 2024 Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023