conftrace_

language model fine-tuning

236 papers

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language model (4599) text classification (6793) transfer learning (5449) large language model (13587) text generation (2913) data augmentation (3052) pre-trained language model (1515) low-resource language (2273) named entity recognition (2813) multilingual nlp (1426)

Papers

Textual Aesthetics in Large Language Models EMNLP 2025
Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support IJCAI 2025
From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning IJCNLP 2025
PersianMCQ-Instruct: A Comprehensive Resource for Generating Multiple-Choice Questions in Persian COLING 2025
Lahjawi: Arabic Cross-Dialect Translator COLING 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions ACL 2025
Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025
Detecting Honkadori based on Waka Embeddings NAACL 2025
On Synthesizing Data for Context Attribution in Question Answering ACL 2025
Vocabulary-level Memory Efficiency for Language Model Fine-tuning NAACL 2025
Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation NAACL 2025
Enhancing AI-Driven Farming Advisory in Kenya with Efficient RAG Agents via Quantized Fine-Tuned Language Models ACL 2025
Exploring Hate Speech Detection Models for Lithuanian Language ACL 2025
UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025
TLPIQ at BioLaySumm: Hide and Seq, a FLAN-T5 Model for Biomedical Summarization ACL 2025
Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine ACL 2025
PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing COLING 2025
Practical Offloading for Fine-Tuning LLM on Commodity GPU via Learned Sparse Projectors AAAI 2025
Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization EMNLP 2025
Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025
MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework IJCAI 2025
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP 2025
A Practical Analysis of Human Alignment with *PO NAACL 2025
NLP for preserving Torlak, a vulnerable low-resource Slavic language COLING 2025