task performance

Understanding Task Representations in Neural Networks via Bayesian Ablation CLeaR 2026 Are Small Language Models Ready to Compete with Large Language Models for Practical Applications? NAACL 2025 A Systematic Survey of Automatic Prompt Optimization Techniques EMNLP 2025 Constrained Style Learning from Imperfect Demonstrations under Task Optimality CoRL 2025 EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models IJCNLP 2025 Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance EMNLP 2025 TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning ACL 2025 Predicting Emergent Abilities with Infinite Resolution Evaluation ICLR 2024 Pre-emptive Action Revision by Environmental Feedback for Embodied Instruction Following Agents CoRL 2024 A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models EMNLP 2023 Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales ACL 2023 How Many Data Samples is an Additional Instruction Worth? EACL 2023 Ask4Help: Learning to Leverage an Expert for Embodied Tasks NeurIPS 2022 Enabling Fast Instruction-Based Modification of Learned Robot Skills AAAI 2021 Influence of user personality on dialogue task performance: A case study using a rule-based dialogue system EMNLP 2021 Spectral Analysis of Information Density in Dialogue Predicts Collaborative Task Performance ACL 2017