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Artificial Intelligence
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Transfer Learning
130 directly classified papers
Papers per year
2013: 1
2014: 1
2016: 1
2017: 3
2018: 2
2019: 7
2020: 16
2021: 13
2022: 28
2023: 23
2024: 20
2025: 15
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
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