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Transfer Learning

2362 directly classified papers

Papers per year

Papers

InsBank: Evolving Instruction Subset for Ongoing Alignment EMNLP 2025
Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning ACL 2025
Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025
MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025
SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning ACL 2025
ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study ACL 2025
EnerGIZAr: Leveraging GIZA++ for Effective Tokenizer Initialization ACL 2025
Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency ACL 2025
Enhancing Arabic Automated Essay Scoring with Synthetic Data and Error Injection ACL 2025
Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025
Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025
Emergent Abilities of Large Language Models under Continued Pre-training for Language Adaptation ACL 2025
LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025
Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models ACL 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025
Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025
Basic Reading Distillation ACL 2025
It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025
Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025
PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025
Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning ACL 2025
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging ACL 2025
Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models ACL 2025
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers ACL 2025