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Transfer Learning

8078 directly classified papers

Papers per year

Papers

Reverse Modeling in Large Language Models NAACL 2025
DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025
PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts AAAI 2025
Mitigating the Discrepancy Between Video and Text Temporal Sequences: A Time-Perception Enhanced Video Grounding method for LLM COLING 2025
SCCD: A Session-based Dataset for Chinese Cyberbullying Detection COLING 2025
TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs AAAI 2025
Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection COLING 2025
Improving Multilingual Sign Language Translation with Automatically Clustered Language Family Information COLING 2025
Dynamic Syntactic Feature Filtering and Injecting Networks for Cross-lingual Dependency Parsing AAAI 2025
Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025
How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM COLING 2025
An Exemplar-based Framework for Chinese Text Recognition AAAI 2025
RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy AAAI 2025
Cross-lingual Text Classification Transfer: The Case of Ukrainian COLING 2025
Semantic Reshuffling with LLM and Heterogeneous Graph Auto-Encoder for Enhanced Rumor Detection COLING 2025
Persona-Consistent Dialogue Generation via Pseudo Preference Tuning COLING 2025
STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment EMNLP 2025
Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025
Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025
Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm AAAI 2025
Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark ACL 2025
Implicit Discourse Relation Classification For Nigerian Pidgin COLING 2025
Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025
TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment AAAI 2025
FTFT: Efficient and Robust Fine-Tuning by Transferring Training Dynamics COLING 2025