Transfer Learning

A framework for analyzing concept representations in neural models CoNLL 2026 SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework ACL 2026 TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models AAAI 2026 A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script. EMNLP 2025 Adapting Multilingual Embedding Models to Historical Luxembourgish NAACL 2025 AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text EMNLP 2025 Aligning to Constraints for Data-Efficient Language Model Customization NAACL 2025 AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025 AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025 ATLANTIS: Weak-to-Strong Learning via Importance Sampling ACL 2025 A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025 BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition NAACL 2025 BBPOS: BERT-based Part-of-Speech Tagging for Uzbek COLING 2025 Bridge the GAP: Multi-lingual Models For Ambiguous Pronominal Coreference Resolution in South Asian Languages COLING 2025 Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning ACL 2025 CUET_Agile@DravidianLangTech 2025: Fine-tuning Transformers for Detecting Abusive Text Targeting Women from Tamil and Malayalam Texts NAACL 2025 DadmaTools V2: an Adapter-Based Natural Language Processing Toolkit for the Persian Language COLING 2025 Dialect Normalization using Large Language Models and Morphological Rules ACL 2025 Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries ACL 2025 Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025 Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ACL 2025 Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning NAACL 2025 EnerGIZAr: Leveraging GIZA++ for Effective Tokenizer Initialization ACL 2025 Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction IJCNLP 2025 Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective COLING 2025