language model fine-tuning

SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data NAACL 2025 SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework IJCAI 2025 SLOT: Structuring the Output of Large Language Models EMNLP 2025 Subasa - Adapting Language Models for Low-resourced Offensive Language Detection in Sinhala NAACL 2025 Text2Cypher: Bridging Natural Language and Graph Databases COLING 2025 Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization EMNLP 2025 Textual Aesthetics in Large Language Models EMNLP 2025 Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025 TLPIQ at BioLaySumm: Hide and Seq, a FLAN-T5 Model for Biomedical Summarization ACL 2025 Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning AAAI 2025 UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025 Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support IJCAI 2025 Vocabulary-level Memory Efficiency for Language Model Fine-tuning NAACL 2025 What Makes You CLIC: Detection of Croatian Clickbait Headlines ACL 2025 When the Dictionary Strikes Back: A Case Study on Slovak Migration Location Term Extraction and NER via Rule-Based vs. LLM Methods ACL 2025 XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP 2025 Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference ICLR 2025 AAST-NLP@#SMM4H’24: Finetuning Language Models for Exact Age Classification and Effect of Outdoor Spaces on Social Anxiety ACL 2024 AI ‘News’ Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian ACL 2024 Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 2024 A Study of Parameter Efficient Fine-tuning by Learning to Efficiently Fine-Tune EMNLP 2024 Automatic Punctuation Model for Spanish Live Transcriptions COLING 2024 Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024 Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text NAACL 2024 C-LLM: Learn to Check Chinese Spelling Errors Character by Character EMNLP 2024