classification task

A Comprehensive Evaluation of Chain-of-Thought Faithfulness in Persian Classification Tasks EACL 2026 CHANI: Correlation-based Hawkes Aggregation of Neurons with bio-Inspiration JMLR 2026 Evaluating Humanities Theory Alignment in Large Language Models: Incremental Prompting and Statistical Assessment EACL 2026 Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning UAI 2025 Improving Large Language Model Confidence Estimates using Extractive Rationales for Classification ACL 2025 Lemmatization as a Classification Task: Results from Arabic across Multiple Genres EMNLP 2025 LexiLogic at BEA 2025 Shared Task: Fine-tuning Transformer Language Models for the Pedagogical Skill Evaluation of LLM-based tutors ACL 2025 No Simple Answer to Data Complexity: An Examination of Instance-Level Complexity Metrics for Classification Tasks NAACL 2025 Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks EMNLP 2025 SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning CVPR 2025 Beyond Performance: Quantifying and Mitigating Label Bias in LLMs NAACL 2024 Enhancing Large Language Models through Transforming Reasoning Problems into Classification Tasks COLING 2024 Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium NeurIPS 2024 Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining ICML 2024 Rethinking Momentum Knowledge Distillation in Online Continual Learning ICML 2024 Symbolic Regression Enhanced Decision Trees for Classification Tasks AAAI 2024 Towards Compositionality in Concept Learning ICML 2024 Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance EMNLP 2024 Whitening Not Recommended for Classification Tasks in LLMs ACL 2024 AstroNet: When Astrocyte Meets Artificial Neural Network CVPR 2023 Beyond Graph Convolutional Network: An Interpretable Regularizer-Centered Optimization Framework AAAI 2023 When are ensembles really effective? NeurIPS 2023 Where to start? Analyzing the potential value of intermediate models EMNLP 2023 A Hybrid Model of Classification and Generation for Spatial Relation Extraction COLING 2022 Conditionally Gaussian PAC-Bayes AISTATS 2022