Machine Learning

A Simple but Effective Context Retrieval for Sequential Sentence Classification in Long Legal Documents ACL 2025 A Simple Data Augmentation for Feature Distribution Skewed Federated Learning CVPR 2025 A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA EMNLP 2025 A Simple Framework for Open-Vocabulary Zero-Shot Segmentation ICLR 2025 A Simple Graph Contrastive Learning Framework for Short Text Classification AAAI 2025 A Simple Model of Inference Scaling Laws ICML 2025 A Simple yet Effective ΔΔ G Predictor is An Unsupervised Antibody Optimizer and Explainer ICLR 2025 A Simple yet Effective Hypergraph Clustering Network IJCAI 2025 A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025 A Single Goal is All You Need: Skills and Exploration Emerge from Contrastive RL without Rewards, Demonstrations, or Subgoals ICLR 2025 Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering ICCV 2025 Ask Asper at the Financial Misinformation Detection Challenge Task: Enhancing Financial Decision-Making: A Dual Approach Using Explainable LLMs for Misinformation Detection COLING 2025 Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions ACL 2025 A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery ICLR 2025 Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025 Ask Optimal Questions: Aligning Large Language Models with Retriever’s Preference in Conversation NAACL 2025 Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning EMNLP 2025 A Solvable Attention for Neural Scaling Laws ICLR 2025 A Spatio-temporal Cluster-aware Supervised Learning Framework for Predicting County-level Drug Overdose Deaths AAAI 2025 A Spatio-Temporal Point Process for Fine-Grained Modeling of Reading Behavior ACL 2025 A Spatio-Temporal Representation Learning as an Alternative to Traditional Glosses in Sign Language Translation and Production WACV 2025 ASP-Driven Emergency Planning for Norm Violations in Reinforcement Learning AAAI 2025 Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025 Aspect-based Sentiment Analysis via Synthetic Image Generation EMNLP 2025 Aspect-Based Sentiment Analysis with Syntax-Opinion-Sentiment Reasoning Chain COLING 2025