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Transfer Learning

3884 directly classified papers

Papers per year

Papers

LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024
Towards Better Vision-Inspired Vision-Language Models CVPR 2024
Implicit Discriminative Knowledge Learning for Visible-Infrared Person Re-Identification CVPR 2024
LAN: Learning to Adapt Noise for Image Denoising CVPR 2024
Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect EACL 2024
The Impact of Language Adapters in Cross-Lingual Transfer for NLU EACL 2024
GTNC: A Many-To-One Dataset of Google Translations from NewsCrawl EACL 2024
TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024
MUCS@LT-EDI-2024: Learning Approaches to Empower Homophobic/Transphobic Comment Identification EACL 2024
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024
Unveiling the Role of Pretraining in Direct Speech Translation EMNLP 2024
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024
cantnlp@LT-EDI-2024: Automatic Detection of Anti-LGBTQ+ Hate Speech in Under-resourced Languages EACL 2024
Improved Factorized Neural Transducer Model For Text-only Domain Adaptation INTERSPEECH 2024
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment EMNLP 2024
Towards Better Inclusivity: A Diverse Tweet Corpus of English Varieties EACL 2024
CUET_NLP_Manning@LT-EDI 2024: Transformer-based Approach on Caste and Migration Hate Speech Detection EACL 2024
Translating speech with just images INTERSPEECH 2024
TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts EMNLP 2024
Neuron Specialization: Leveraging Intrinsic Task Modularity for Multilingual Machine Translation EMNLP 2024
Concept-skill Transferability-based Data Selection for Large Vision-Language Models EMNLP 2024
MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024
DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition INTERSPEECH 2024
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NIPS 2024
MUCS@LT-EDI-2024: Exploring Joint Representation for Memes Classification EACL 2024