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Transfer Learning

458 directly classified papers

Papers per year

Papers

Fine-tuning CLIP Text Encoders with Two-step Paraphrasing EACL 2024
IIMAS at SemEval-2024 Task 9: A Comparative Approach for Brainteaser Solutions SEMEVAL 2024
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024
IUST-NLPLAB at SemEval-2024 Task 9: BRAINTEASER By MPNet (Sentence Puzzle) SEMEVAL 2024
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NIPS 2024
Fine-Tuning Pre-Trained Language Models with Gaze Supervision ACL 2024
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions ACL 2024
PWEITINLP at SemEval-2024 Task 3: Two Step Emotion Cause Analysis SEMEVAL 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024
Studying Language Variation Considering the Re-Usability of Modern Theories, Tools and Resources for Annotating Explicit and Implicit Events in Centuries Old Text NAACL 2024
MBZUAI-UNAM at SemEval-2024 Task 1: Sentence-CROBI, a Simple Cross-Bi-Encoder-Based Neural Network Architecture for Semantic Textual Relatedness SEMEVAL 2024
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning AAAI 2024
Development and Evaluation of Pre-trained Language Models for Historical Danish and Norwegian Literary Texts COLING 2024
Improving Cross-lingual Transfer with Contrastive Negative Learning and Self-training COLING 2024
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages EACL 2024
Allen Institute for AI @ SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages EACL 2024
Leveraging Pre-existing Resources for Data-Efficient Counter-Narrative Generation in Korean COLING 2024
TL-CL: Task And Language Incremental Continual Learning EMNLP 2024
Can Active Label Correction Improve LLM-based Modular AI Systems? EMNLP 2024
The Impact of Language Adapters in Cross-Lingual Transfer for NLU EACL 2024
TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024
EASSE-DE & EASSE-multi: Easier Automatic Sentence Simplification Evaluation for German & Multiple Languages EMNLP 2024
FELGA: Unsupervised Fragment Embedding for Fine-Grained Cross-Modal Association WACV 2024
Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect EACL 2024
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI EACL 2024