Classification

DUTtask10 at SemEval-2025 Task 10: ThoughtFlow: Hierarchical Narrative Classification via Stepwise Prompting SemEval 2025 Dynamic Head Selection for Neural Lexicalized Constituency Parsing ACL 2025 Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification ACL 2025 Dynamic Modeling of Patients, Modalities and Tasks via Multi-modal Multi-task Mixture of Experts ICLR 2025 DynFrs: An Efficient Framework for Machine Unlearning in Random Forest ICLR 2025 Each Fake News Is Fake in Its Own Way: An Attribution Multi-Granularity Benchmark for Multimodal Fake News Detection AAAI 2025 Early Concept Drift Detection via Prediction Uncertainty AAAI 2025 ECERC: Evidence-Cause Attention Network for Multi-Modal Emotion Recognition in Conversation ACL 2025 EchoONE: Segmenting Multiple Echocardiography Planes in One Model CVPR 2025 EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion AAAI 2025 Efficient Annotator Reliability Assessment with EffiARA ACL 2025 Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function AAAI 2025 Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models COLING 2025 Efficient Dynamic Ensembling for Multiple LLM Experts IJCAI 2025 Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025 Efficient Environmental Claim Detection with Hyperbolic Graph Neural Networks IJCNLP 2025 Efficiently Identifying Watermarked Segments in Mixed-Source Texts ACL 2025 Efficient Optimal PAC Learning ALT 2025 Efficient PAC Learning of Halfspaces with Constant Malicious Noise Rate ALT 2025 Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing IJCAI 2025 EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the Wild NAACL 2025 ElaD-Net: An Elastic Semantic Decoupling Network for Lesion Segmentation in Breast Ultrasound Images IJCAI 2025 ELMO : Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces ICML 2025 Emergent Wisdom at BEA 2025 Shared Task: From Lexical Understanding to Reflective Reasoning for Pedagogical Ability Assessment ACL 2025 EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph ICML 2025