Machine Learning

Interpretable Sparse Features for Probing Self-Supervised Speech Models IJCNLP 2025 Interpretable Text Embeddings and Text Similarity Explanation: A Survey EMNLP 2025 Interpretable Unsupervised Joint Denoising and Enhancement for Real-World low-light Scenarios ICLR 2025 Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology ICLR 2025 Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model ICCV 2025 Interpret and Control Dense Retrieval with Sparse Latent Features NAACL 2025 Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings ACL 2025 Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations ICLR 2025 Interpreting CLIP with Hierarchical Sparse Autoencoders ICML 2025 Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract) IJCAI 2025 Interpreting the Effects of Quantization on LLMs IJCNLP 2025 Interpreting Topic Models in Byte-Pair Encoding Space COLING 2025 Interruption Handling for Conversational Robots RSS 2025 Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective ACL 2025 Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces ICML 2025 Inter-sentence Context Modeling and Structure-aware Representation Enhancement for Conversational Sentiment Quadruple Extraction EMNLP 2025 Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding ICCV 2025 Interweaving Memories of a Siamese Large Language Model AAAI 2025 INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling ACL 2025 In the LLM era, Word Sense Induction remains unsolved ACL 2025 In-the-wild Audio Spatialization with Flexible Text-guided Localization ACL 2025 IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models ICML 2025 Int*-Match: Balancing Intra-Class Compactness and Inter-Class Discrepancy for Semi-Supervised Speaker Recognition AAAI 2025 Into The Limits of Logic: Alignment Methods for Formal Logical Reasoning EMNLP 2025 Intra-modal and Cross-modal Synchronization for Audio-visual Deepfake Detection and Temporal Localization ICCV 2025