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Transfer Learning

3884 directly classified papers

Papers per year

Papers

ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025
MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse AAAI 2025
Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers ACL 2025
The Gaps between Fine Tuning and In-context Learning in Bias Evaluation and Debiasing COLING 2025
YodiV3: NLP for Togolese Languages with Eyaa-Tom Dataset and the Lom Metric ACL 2025
Sample-Efficient Behavior Cloning Using General Domain Knowledge IJCAI 2025
ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025
Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ACL 2025
Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025
Scaling Under-Resourced TTS: A Data-Optimized Framework with Advanced Acoustic Modeling for Thai ACL 2025
Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025
Temporal reasoning for timeline summarisation in social media ACL 2025
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025
Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer ACL 2025
Beyond Text Compression: Evaluating Tokenizers Across Scales ACL 2025
HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims ACL 2025
PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations ACL 2025
Parameter-Efficient Fine-Tuning via Circular Convolution ACL 2025
Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025
KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review ACL 2025