conftrace_

representation fine-tuning

12 papers

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Also known as

REFT

Co-occurring keywords · papers mentioning both

parameter-efficient fine-tuning (5) large language model (4) hidden representation (3) representation learning (3) commonsense reasoning (2) low-rank adaptation (2) information flow analysis (1) context robustness (1) multi-concept generation (1) intervention vector (1)

Papers

AIM: Manifold-based Data Filtering for Representation Finetuning AAAI 2026 Bias-Restrained Prefix Representation Finetuning for Mathematical Reasoning AAAI 2026 DreamCatcher: Efficient Multi-Concept Customization via Representation Finetuning WACV 2026 FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation EACL 2026 Punctuation-Steered Representation Fine-Tuning ACL 2026 A General Framework to Enhance Fine-tuning-based LLM Unlearning ACL 2025 BabelEdits: A Benchmark and a Modular Approach for Robust Cross-lingual Knowledge Editing of Large Language Models ACL 2025 DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025 Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ACL 2025 Learning Distribution-wise Control in Representation Space for Language Models ICML 2025 Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach ACL 2025 ReFT: Representation Finetuning for Language Models NeurIPS 2024