Knowledge Distillation

GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors EMNLP 2025 HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models ICLR 2025 Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025 Heavy Labels Out! Dataset Distillation with Label Space Lightening ICCV 2025 Henry at BEA 2025 Shared Task: Improving AI Tutor’s Guidance Evaluation Through Context-Aware Distillation ACL 2025 HENT-SRT: Hierarchical Efficient Neural Transducer with Self-Distillation for Joint Speech Recognition and Translation ACL 2025 HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning ICLR 2025 Heuristic-free Knowledge Distillation for Streaming ASR via Multi-modal Training AAAI 2025 HFD-Teacher: High-Frequency Depth Distillation from Depth Foundation Models for Enhanced Depth Completion ICCV 2025 High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws ICLR 2025 High-dimension Prototype is a Better Incremental Object Detection Learner ICLR 2025 High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight CVPR 2025 Howard University-AI4PC at SemEval-2025 Task 4: Unlearning Sensitive Content From Large Language Models Using Finetuning and Distillation for Selective Knowledge Removal SemEval 2025 Human Interpretable Virtual Metrology in the Semiconductor Manufacturing AAAI 2025 Hybrid Annotation for Propaganda Detection: Integrating LLM Pre-Annotations with Human Intelligence ACL 2025 Hybrid Data-Free Knowledge Distillation AAAI 2025 Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules AAAI 2025 HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance EMNLP 2025 Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution NAACL 2025 Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing AAAI 2025 Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models NAACL 2025 Improving Language Model Distillation through Hidden State Matching ICLR 2025 Improving Neural Network Accuracy by Concurrently Training with a Twin Network ICLR 2025 Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025 Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025