Classification

Your Large Language Models are Leaving Fingerprints COLING 2025 You Shall Know a Word’s Difficulty by the Family It Keeps: Word Family Features in Personalised Word Difficulty Classifiers for L2 Spanish ACL 2025 Zero at SemEval-2025 Task 11: Multilingual Emotion Classification with BERT Variants: A Comparative Study SemEval 2025 Zero_Shot at SemEval-2025 Task 11: Fine-Tuning Deep Learning and Transformer-based Models for Emotion Detection in Multi-label Classification, Intensity Estimation, and Cross-lingual Adaptation SemEval 2025 zhouyijiang1 at SemEval-2025 Task 11: A Multi-tag Detection Method based on Pre-training Language Models SemEval 2025 ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation AAAI 2025 Zuifeng at SemEval-2025 Task 9: Multitask Learning with Fine-Tuned RoBERTa for Food Hazard Detection SemEval 2025 𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025 E^3: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset NeurIPS 2024 ε-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise NeurIPS 2024 f-Divergence Based Classification: Beyond the Use of Cross-Entropy ICML 2024 712forTask7 at #SMM4H 2024 Task 7: Classifying Spanish Tweets Annotated by Humans versus Machines with BETO Models ACL 2024 AAST-NLP@#SMM4H’24: Finetuning Language Models for Exact Age Classification and Effect of Outdoor Spaces on Social Anxiety ACL 2024 A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution EMNLP 2024 ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods NeurIPS 2024 A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers NeurIPS 2024 Accelerating Heterogeneous Federated Learning with Closed-form Classifiers ICML 2024 Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex AISTATS 2024 Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree EMNLP 2024 Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings EACL 2024 A Challenge Dataset and Effective Models for Conversational Stance Detection COLING 2024 A Characterization of Multioutput Learnability JMLR 2024 A Closer Look at Multidimensional Online Political Incivility EMNLP 2024 A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech ACL 2024 A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection Interspeech 2024