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Transfer Learning

8078 directly classified papers

Papers per year

Papers

Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation AAAI 2025
Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025
Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025
FTFT: Efficient and Robust Fine-Tuning by Transferring Training Dynamics COLING 2025
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems NAACL 2025
DMPT: Decoupled Modality-Aware Prompt Tuning for Multi-Modal Object Re-Identification WACV 2025
ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025
Improving Informally Romanized Language Identification EMNLP 2025
VerbaNexAI at SemEval-2025 Task 11 Track A: A RoBERTa-Based Approach for the Classification of Emotions in Text ACL 2025
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services EMNLP 2025
Fair Text Classification via Transferable Representations JMLR 2025
DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records ACL 2025
Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding EMNLP 2025
Data and Model Centric Approaches for Expansion of Large Language Models to New languages EMNLP 2025
LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-Timestamp 3D Human Pose Estimation WACV 2025
STREAQ: Selective Tiered Routing for Effective and Affordable Contact Center Quality Assurance EMNLP 2025
DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025
Zero at SemEval-2025 Task 11: Multilingual Emotion Classification with BERT Variants: A Comparative Study ACL 2025
Combining Climate Models using Bayesian Regression Trees and Random Paths JMLR 2025
Meme Trojan: Backdoor Attacks Against Hateful Meme Detection via Cross-Modal Triggers AAAI 2025
Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition IJCNLP 2025
AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition ACL 2025
RankedCOMET: Elevating a 2022 Baseline to a Top-5 Finish in the WMT 2025 QE Task EMNLP 2025
HW-TSC’s Submissions to the WMT 2025 Segment-level Quality Score Prediction Task EMNLP 2025
Team KiAmSo at SemEval-2025 Task 11: A Comparison of Classification Models for Multi-label Emotion Detection ACL 2025