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Transfer Learning

8078 directly classified papers

Papers per year

Papers

The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025
Rethinking Open-Vocabulary Segmentation of Radiance Fields in 3D Space AAAI 2025
AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts ACL 2025
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation CVPR 2025
Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025
KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy AAAI 2025
GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization ACL 2025
Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning CVPR 2025
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025
Arbiters of Ambivalence: Challenges of using LLMs in No-Consensus tasks ACL 2025
HKCanto-Eval: A Benchmark for Evaluating Cantonese Language Understanding and Cultural Comprehension in LLMs ACL 2025
MPO: Multilingual Safety Alignment via Reward Gap Optimization ACL 2025
Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models ICML 2025
Reasoning Models Reason Well, Until They Don’t IJCNLP 2025
DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval AAAI 2025
MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries ACL 2025
VSNet: Focusing on the Linguistic Characteristics of Sign Language CVPR 2025
ANVITA : A Multi-pronged Approach for Enhancing Machine Translation of Extremely Low-Resource Indian Languages EMNLP 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
Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025
DavIR: Data Selection via Implicit Reward for Large Language Models ACL 2025