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Transfer Learning

8078 directly classified papers

Papers per year

Papers

When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025
LAMA-UT: Language Agnostic Multilingual ASR Through Orthography Unification and Language-Specific Transliteration AAAI 2025
Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models ACL 2025
Semi-supervised Deep Transfer for Regression without Domain Alignment ICCV 2025
RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025
DAP-MAE: Domain-Adaptive Point Cloud Masked Autoencoder for Effective Cross-Domain Learning ICCV 2025
When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025
NLP_goats at SemEval-2025 Task 11: Multi-Label Emotion Classification Using Fine-Tuned Roberta-Large Tranformer SEMEVAL 2025
TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors ACL 2025
Logits-Based Finetuning EMNLP 2025
Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough? ACL 2025
Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization ACL 2025
FiRC-NLP at SemEval-2025 Task 11: To Prompt or to Fine-Tune? Approaches for Multilingual Emotion Classification SEMEVAL 2025
Findings of the IWSLT 2025 Evaluation Campaign ACL 2025
Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning IJCAI 2025
CharsiuRice at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation EMNLP 2025
UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection ACL 2025
Conditional Causal Representation Learning for Heterogeneous Single-cell RNA Data Integration and Prediction IJCAI 2025
University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection ACL 2025
Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval AAAI 2025
CUTE: A Multilingual Dataset for Enhancing Cross-Lingual Knowledge Transfer in Low-Resource Languages COLING 2025
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning COLING 2025
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025