Transfer Learning

Induced Model Matching: Restricted Models Help Train Full-Featured Models NeurIPS 2024 Inductive biases of multi-task learning and finetuning: multiple regimes of feature reuse NeurIPS 2024 Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues EMNLP 2024 Inductive Knowledge Graph Completion with GNNs and Rules: An Analysis COLING 2024 Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation NeurIPS 2024 InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning CVPR 2024 InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024 Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks EMNLP 2024 Invariant Random Forest: Tree-Based Model Solution for OOD Generalization AAAI 2024 Investigating Cultural Alignment of Large Language Models ACL 2024 Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions? EMNLP 2024 Investigating Mysteries of CoT-Augmented Distillation EMNLP 2024 IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators ACL 2024 Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation COLING 2024 Is Prompt Transfer Always Effective? An Empirical Study of Prompt Transfer for Question Answering NAACL 2024 JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models NeurIPS 2024 JSI and WüNLP at the DIALECT-COPA Shared Task: In-Context Learning From Just a Few Dialectal Examples Gets You Quite Far NAACL 2024 KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024 Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates NeurIPS 2024 Keypoint-based Progressive Chain-of-Thought Distillation for LLMs ICML 2024 KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs AAAI 2024 Knowledge Composition using Task Vectors with Learned Anisotropic Scaling NeurIPS 2024 Knowledge Editing in Language Models via Adapted Direct Preference Optimization EMNLP 2024 Knowledge Graph Enhanced Large Language Model Editing EMNLP 2024 Knowledge-Preserving Pluggable Modules for Multilingual Speech Translation Tasks Interspeech 2024