Transfer Learning

Hybrid Neural-LLM Pipeline for Morphological Glossing in Endangered Language Documentation: A Case Study of Jungar Tuvan EACL 2026 ILSIC: Corpora for Identifying Indian Legal Statutes from Queries by Laymen EACL 2026 Improving RCT-Based Treatment Effect Estimation Under Covariate Mismatch via Calibrated Alignment UAI 2026 Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection EACL 2026 Improvise, Adapt, Overcome -- Telescopic Adapters for Efficient Fine-tuning of Vision Language Models in Medical Imaging WACV 2026 Knowledge Augmentation Enhances Token Classification for Recipe Understanding EACL 2026 Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression WACV 2026 Learning What to Ignore: Mitigating Negative Transfer in Medical Knowledge Fusion via Clinical Task-Adaptive Selection ACL 2026 LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026 Local Motion Matters: A Deconstruct-Recompose Paradigm for Reinforcement Learning Pre-training from Videos CVPR 2026 Luring as a Proxy: Evaluating Corpus Transferability for Cybergrooming Detection ACL 2026 MCMoE: Completing Missing Modalities with Mixture of Experts for Incomplete Multimodal Action Quality Assessment AAAI 2026 MIDI-PHOR: Multi-View Distillation for Music Understanding and Captioning EACL 2026 Multi-Level Domain Adaptation and Contrastive Domain Isolation with Bilinear Fusion for Patient Drug Response Prediction AAAI 2026 NTNU-SMIL at SemEval-2026 Task 3: Logistic-Loss Regression with Same-Language Transfer for Valence–Arousal Stance Prediction in Dimensional Stance Analysis (DimStance) SemEval 2026 One-shot Portrait Stylizaiton via Geometric Alignment WACV 2026 Parameter-Efficient Semantic Augmentation for Enhancing Open-Vocabulary Object Detection CVPR 2026 Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation WACV 2026 Prosody as Supervision: Bridging the Non-Verbal–Verbal for Multilingual Speech Emotion Recognition ACL 2026 Put the Space of LoRA Initialization to the Extreme to Preserve Pre-trained Knowledge AAAI 2026 ReTRE: Benchmarking LLM Transfer Robustness with Structure-Preserving Variants ACL 2026 Robust Transfer Learning With Side Information UAI 2026 Role Perceptual Augmented Temporal Graph Network for Related-party Transaction Detection AAAI 2026 S²Drug: Bridging Protein Sequence and 3D Structure in Contrastive Representation Learning for Virtual Screening AAAI 2026 Script Correction and Synthetic Pivoting: Adapting Tencent HY-MT for Low-Resource Turkic Translation EACL 2026