conftrace_

specialist model

6 papers

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large language model (3) instruction tuning (2) domain adaptation (2) token-level gating (1) cross-lingual interference (1) clustered importance sampling (1) language modeling perplexity (1) expert parameters (1) task-specific training (1) generalist model (1)

Papers

UMUSP at SemEval-2026 Task 9: Mitigating Cross-Lingual Interference via Selective Multilingual and Multitask Specialization SemEval 2026 Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025 ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study ACL 2025 Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging ICML 2025 Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling ICLR 2025 Specialist or Generalist? Instruction Tuning for Specific NLP Tasks EMNLP 2023