Transfer Learning

Trans-Sent at SemEval-2025 Task 11: Text-based Multi-label Emotion Detection using Pre-Trained BERT Transformer Models SemEval 2025 TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs ACL 2025 TR-MTEB: A Comprehensive Benchmark and Embedding Model Suite for Turkish Sentence Representations EMNLP 2025 Troopers at BLP-2025 Task 2: Reward-Selective Fine-Tuning based Code Generation Approach for Bangla Prompts AACL 2025 TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization AAAI 2025 TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation EMNLP 2025 Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance SemEval 2025 Tulun: Transparent and Adaptable Low-resource Machine Translation ACL 2025 T-VEC: A Telecom-Specific Vectorization Model with Enhanced Semantic Understanding via Deep Triplet Loss Fine-Tuning EMNLP 2025 twinhter at LeWiDi-2025: Integrating Annotator Perspectives into BERT for Learning with Disagreements EMNLP 2025 Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models EMNLP 2025 Typology-Guided Adaptation in Multilingual Models ACL 2025 UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval WACV 2025 uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes NAACL 2025 UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis ACL 2025 UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection SemEval 2025 Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling ACL 2025 Understanding Model Ensemble in Transferable Adversarial Attack ICML 2025 Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods ICML 2025 UNIALIGN: Scaling Multimodal Alignment within One Unified Model CVPR 2025 UniDrive: Towards Universal Driving Perception Across Camera Configurations ICLR 2025 Unified Graph Neural Networks Pre-training for Multi-domain Graphs AAAI 2025 UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model NAACL 2025 UniGEM: A Unified Approach to Generation and Property Prediction for Molecules ICLR 2025 UnityAI Guard: Pioneering Toxicity Detection Across Low-Resource Indian Languages EMNLP 2025