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Transfer Learning

130 directly classified papers

Papers per year

Papers

Code-Switching Curriculum Learning for Multilingual Transfer in LLMs ACL 2025

Enhancing Cross-Lingual Transfer through Reversible Transliteration: A Huffman-Based Approach for Low-Resource Languages ACL 2025

Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages EMNLP 2025

Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025

What Causes Knowledge Loss in Multilingual Language Models? ACL 2025

CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025

Length-Induced Embedding Collapse in PLM-based Models ACL 2025

Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models EMNLP 2025

ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework ACL 2025

Exploring Transliteration-Based Zero-Shot Transfer for Amharic ASR ACL 2025

Translation and Fusion Improves Cross-lingual Information Extraction ACL 2025

Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition ACL 2025

Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions ACL 2025

Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ACL 2025

Fine-tuning Whisper Tiny for Swahili ASR: Challenges and Recommendations for Low-Resource Speech Recognition ACL 2025

Enhancing Visual Continual Learning with Language-Guided Supervision CVPR 2024

Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships CVPR 2024

Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition CVPR 2024

A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives EMNLP 2024

LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024

Investigating Cultural Alignment of Large Language Models ACL 2024

Machine-Created Universal Language for Cross-Lingual Transfer AAAI 2024

CLIP-Gaze: Towards General Gaze Estimation via Visual-Linguistic Model AAAI 2024

ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization AAAI 2024

TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models ACL 2024