conftrace_

domain specialization

9 papers

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Co-occurring keywords · papers mentioning both

large language model (3) mixture of expert (2) domain adaptation (2) accounting domain (1) model specialization (1) cross-domain knowledge (1) mixture of agent (1) anisotropic representation (1) cross-domain knowledge integration (1) multi-domain agent (1)

Papers

Embracing Anisotropy: Turning Massive Activations into Interpretable Control Knobs for Large Language Models ACL 2026 KoCo-Bench: Can Large Language Models Leverage Domain Knowledge in Software Development? ACL 2026 The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models ACL 2026 Automatic Expert Discovery in LLM Upcycling via Sparse Interpolated Mixture-of-Experts ACL 2025 MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025 Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation EMNLP 2025 ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing ICLR 2025 HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science EMNLP 2023 Specializing Multi-domain NMT via Penalizing Low Mutual Information EMNLP 2022