knowledge distillation

Best Practices for Distilling Large Language Models into BERT for Web Search Ranking COLING 2025 Better than Your Teacher: LLM Agents that learn from Privileged AI Feedback ICLR 2025 Beware of Calibration Data for Pruning Large Language Models ICLR 2025 Beyond Autoregression: Fast LLMs via Self-Distillation Through Time ICLR 2025 Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation ACL 2025 Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation ACL 2025 Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning ACL 2025 Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation ACL 2025 Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs NAACL 2025 BiLD: Bi-directional Logits Difference Loss for Large Language Model Distillation COLING 2025 BiM-VFI: Bidirectional Motion Field-Guided Frame Interpolation for Video with Non-uniform Motions CVPR 2025 Binary Event-Driven Spiking Transformer IJCAI 2025 BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models CVPR 2025 BitNet: 1-bit Pre-training for Large Language Models JMLR 2025 BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models AAAI 2025 BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation ICLR 2025 BOND: Aligning LLMs with Best-of-N Distillation ICLR 2025 Boosting LLM Translation Skills without General Ability Loss via Rationale Distillation ACL 2025 Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025 Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation COLING 2025 Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation ICCV 2025 Both Supply and Precision: Sample Debias and Ranking Consistency Joint Learning for Large Scale Pre-Ranking System AAAI 2025 Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up Questions EMNLP 2025 Bridging Layout and RTL: Knowledge Distillation based Timing Prediction ICML 2025 Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025