conftrace_

domain-specific llm

3 papers

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Co-occurring keywords · papers mentioning both

domain adaptation (2) general capabilities integration (1) grammatical complexity (1) structural knowledge collapse (1) tokenizer fragmentation (1) morpheme aggregation (1) syntactic complexity (1) large language model (1) lexical diversity (1) knowledge integration (1)

Papers

Mitigating Structural Knowledge Collapse in Domain-Specific LLMs via Morpheme-Aware KV-Aggregation ACL 2026 Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025 More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024