conftrace_

language model fine-tuning

236 papers

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Co-occurring keywords

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

Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess EMNLP 2025
A Practical Analysis of Human Alignment with *PO NAACL 2025
Named Entity Recognition for the Irish Language NAACL 2025
Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025
Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support IJCAI 2025
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP 2025
Language Models as Continuous Self-Evolving Data Engineers EMNLP 2025
Assessing French Readability for Adults with Low Literacy: A Global and Local Perspective EMNLP 2025
Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction EMNLP 2025
Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning AAAI 2025
Practical Offloading for Fine-Tuning LLM on Commodity GPU via Learned Sparse Projectors AAAI 2025
Lahjawi: Arabic Cross-Dialect Translator COLING 2025
ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study ACL 2025
Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction ACL 2025
SLOT: Structuring the Output of Large Language Models EMNLP 2025
DEMON at SemEval-2025 Task 10: Fine-tuning LLaMA-3 for Multilingual Entity Framing ACL 2025
Textual Aesthetics in Large Language Models EMNLP 2025
RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning EMNLP 2024
Repurposing Holocaust-Related Digital Scholarly Editions to Develop Multilingual Domain-Specific Named Entity Recognition Tools COLING 2024
Feriji: A French-Zarma Parallel Corpus, Glossary & Translator ACL 2024
e-Health CSIRO at “Discharge Me!” 2024: Generating Discharge Summary Sections with Fine-tuned Language Models ACL 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
Experimenting with Discourse Segmentation of Taiwan Southern Min Spontaneous Speech EACL 2024
Fine-tuning Language Models for Predicting the Impact of Events Associated to Financial News Articles COLING 2024
Fine-Tuning Language Models on Dutch Protest Event Tweets EACL 2024