conftrace_

continual pretraining

63 papers

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CP

Co-occurring keywords

large language model (13587) language model (4599) domain adaptation (4595) supervised fine-tuning (381) continual pre-training (85) transfer learning (5449) machine translation (2499) low-resource language (2273) instruction tuning (838) continual learning (1181)

Papers

ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs EACL 2026
Continual Pretraining on Encrypted Synthetic Data for Privacy-Preserving LLMs EACL 2026
Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning? ACL 2026
Nanda Family: Open-Weights Generative Large Language Models for Hindi EACL 2026
StressRoBERTa: Cross-Condition Transfer Learning from Depression, Anxiety, and PTSD to Stress Detection EACL 2026
Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion ACL 2026
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs ACL 2025
InstructionCP: A Simple yet Effective Approach for Transferring Large Language Models to Target Languages ACL 2025
Yandex Submission to the WMT25 General Machine Translation Task EMNLP 2025
Efficient Domain Continual pretraining by Mitigating the Stability Gap ACL 2025
Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models COLING 2025
Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025
Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts ACL 2025
BTS: Harmonizing Specialized Experts into a Generalist LLM EMNLP 2025
TartuNLP at WMT25 LLMs with Limited Resources for Slavic Languages Shared Task EMNLP 2025
NyayaAnumana and INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis COLING 2025
Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data IJCNLP 2025
Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code COLING 2025
NTTSU at WMT2025 General Translation Task EMNLP 2025
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study NAACL 2025
ToW: Thoughts of Words Improve Reasoning in Large Language Models NAACL 2025
UTSK25 at WAT2025 Patent Claims Translation/Evaluation Task IJCNLP 2025
Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge ACL 2025
From SALAMANDRA to SALAMANDRATA: BSC Submission for WMT25 General Machine Translation Shared Task EMNLP 2025