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Transfer Learning

8078 directly classified papers

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Fine-tuning Whisper Tiny for Swahili ASR: Challenges and Recommendations for Low-Resource Speech Recognition ACL 2025
FlexPose: Pose Distribution Adaptation with Limited Guidance AAAI 2025
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025
HeterGP: Bridging Heterogeneity in Graph Neural Networks with Multi-View Prompting AAAI 2025
Building a Functional Machine Translation Corpus for Kpelle ACL 2025
Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective AAAI 2025
A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment ACL 2025
Black-Box Optimization with Implicit Constraints for Public Policy AAAI 2025
Bemba Speech Translation: Exploring a Low-Resource African Language ACL 2025
Question-guided Insights Generation for Automated Exploratory Data Analysis AAAI 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models ACL 2025
Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models ACL 2025
INTERACT: Enabling Interactive, Question-Driven Learning in Large Language Models ACL 2025
DavIR: Data Selection via Implicit Reward for Large Language Models ACL 2025
DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025
Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG ACL 2025
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning ACL 2025
Nudging: Inference-time Alignment of LLMs via Guided Decoding ACL 2025
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging ACL 2025
Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025
Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs ACL 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025
STraj: Self-training for Bridging the Cross-Geography Gap in Trajectory Prediction AAAI 2025