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Knowledge Distillation

99 directly classified papers

Papers per year

Papers

SEK: Self-Explained Keywords Empower Large Language Models for Code Generation ACL 2025

Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling ACL 2025

EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models EMNLP 2025

Who Taught You That? Tracing Teachers in Model Distillation ACL 2025

“Yes, My LoRD.” Guiding Language Model Extraction with Locality Reinforced Distillation ACL 2025

Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis AAAI 2025

Uncertainty-Instructed Structure Injection for Generalizable HD Map Construction CVPR 2025

An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025

Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection CVPR 2025

Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025

Hybrid Annotation for Propaganda Detection: Integrating LLM Pre-Annotations with Human Intelligence ACL 2025

Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution NAACL 2025

Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models ACL 2025

Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks AAAI 2025

READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling AAAI 2024

X-Adapter: Adding Universal Compatibility of Plugins for Upgraded Diffusion Model CVPR 2024

Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches ACL 2024

ADAM: Dense Retrieval Distillation with Adaptive Dark Examples ACL 2024

Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization ACL 2024

Active Object Detection with Knowledge Aggregation and Distillation from Large Models CVPR 2024

CodeM: Less Data Yields More Versatility via Ability Matrix ACL 2024

Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios ACL 2024

A Privacy-preserving Approach to Ingest Knowledge from Proprietary Web-based to Locally Run Models for Medical Progress Note Generation ACL 2024

An LLM-Enhanced Adversarial Editing System for Lexical Simplification COLING 2024

Find the Lady: Permutation and Re-synchronization of Deep Neural Networks AAAI 2024