Transfer Learning

Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025 NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025 Named Entity Recognition for the Irish Language NAACL 2025 NeighXLM: Enhancing Cross-Lingual Transfer in Low-Resource Languages via Neighbor-Augmented Contrastive Pretraining EMNLP 2025 OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025 PresiUniv at FinCausal 2025 Shared Task: Applying Fine-tuned Language Models to Explain Financial Cause and Effect with Zero-shot Learning COLING 2025 Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025 Recontextualizing Revitalization: A Mixed Media Approach to Reviving the Nüshu Language EMNLP 2025 ReproHum #0033-05: Human Evaluation of Factuality from A Multidisciplinary Perspective ACL 2025 ReproHum #0729-04: Partial reproduction of the human evaluation of the MemSum and NeuSum summarisation systems ACL 2025 ReproHum: #0744-02: Investigating the Reproducibility of Semantic Preservation Human Evaluations ACL 2025 SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework IJCAI 2025 sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting ACL 2025 Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling ICLR 2025 The Role of Handling Attributive Nouns in Improving Chinese-To-English Machine Translation COLING 2025 Towards Effective Emotion Analysis in Low-Resource Tamil Texts NAACL 2025 UD-KSL Treebank v1.3: A semi-automated framework for aligning XPOS-extracted units with UPOS tags ACL 2025 Accelerating Multilingual Language Model for Excessively Tokenized Languages ACL 2024 Allen Institute for AI @ SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages EACL 2024 Can Active Label Correction Improve LLM-based Modular AI Systems? EMNLP 2024 Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages EMNLP 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 DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI EACL 2024 DM-BLI: Dynamic Multiple Subspaces Alignment for Unsupervised Bilingual Lexicon Induction ACL 2024