Machine Learning

Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model ICLR 2025 Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025 Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples CVPR 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025 Let’s Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model COLING 2025 LETS Forecast: Learning Embedology for Time Series Forecasting ICML 2025 Let’s Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR ACL 2025 Let’s Group: A Plug-and-Play SubGraph Learning Method for Memory-Efficient Spatio-Temporal Graph Modeling IJCAI 2025 LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025 Let’s Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM’s Math Capability EMNLP 2025 Let the Code LLM Edit Itself When You Edit the Code ICLR 2025 Let The Jury Decide: Fair Demonstration Selection for In-Context Learning through Incremental Greedy Evaluation ACL 2025 Let Them Down Easy! Contextual Effects of LLM Guardrails on User Perceptions and Preferences EMNLP 2025 Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting ICLR 2025 Level Set Teleportation: An Optimization Perspective AISTATS 2025 Leveraging 3D Gaussian for Temporal Knowledge Graph Embedding EMNLP 2025 Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment NAACL 2025 Leveraging Anatomical Consistency for Multi-Object Detection in Ultrasound Images via Source-free Unsupervised Domain Adaptation AAAI 2025 Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs AAAI 2025 Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech Interspeech 2025 Leveraging CLIP Encoder for Multimodal Emotion Recognition WACV 2025 Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval EMNLP 2025 Leveraging Computer Vision and Visual LLMs for Cost-Effective and Consistent Street Food Safety Assessment in Kolkata India AAAI 2025 Leveraging Consistent Spatio-Temporal Correspondence for Robust Visual Odometry AAAI 2025