Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures | Paper Citation Record

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Compiling Agentic Workflows into

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures arXiv preprint , year=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Procedural Knowledge Is Not Low-Rank: Why

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Efficient Memory Management for Large Language Model Serving with

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures ThunderAgent: A Simple, Fast and Program-Aware Agentic Inference System

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Advances in Neural Information Processing Systems , volume=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Findings of ACL , year=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures ACL , year=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures ACL , year=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures ICLR , year=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Unresolved cited work

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Unresolved cited work

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures and Nadgir, Nitya and Narayanan, Arvind , journal=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures An Empirical Study of Agent Developer Practices in

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Findings of ACL , year=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Findings of ACL , year=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures EMNLP , year=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures ReAct: Synergizing Reasoning and Acting in Language Models

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Advances in Neural Information Processing Systems , volume=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures 1987 , publisher=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Advances in Neural Information Processing Systems , volume=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Finetuned Language Models Are Zero-Shot Learners

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Advances in Neural Information Processing Systems , volume=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing , pages=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Self-Instruct: Aligning Language Models with Self-Generated Instructions

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures 2023 , note=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures WizardLM: Empowering large pre-trained language models to follow complex instructions

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Proceedings of the First International Conference on Multi-Agent Systems , pages=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Language Models as Agent Models

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures 2024 , howpublished=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures 2024 , howpublished=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures 2026 , howpublished=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures 2026 , howpublished=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures 2026 , howpublished=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Why Do Multi-Agent

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Distilling the Knowledge in a Neural Network

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Advances in Neural Information Processing Systems , volume=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Qwen2.5 Technical Report

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures LLM Evaluators Recognize and Favor Their Own Generations

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Transactions of the Association for Computational Linguistics , year=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Towards a Science of Scaling Agent Systems

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures arXiv preprint arXiv:2601.04748 , year=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures arXiv preprint arXiv:2601.12307 , year=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Large Language Models can accomplish Business Process Management Tasks

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures , journal=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Scaling Laws for Neural Language Models

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Advances in Neural Information Processing Systems , volume=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Psychometrika , volume=

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Multiwoz - a large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures FireAct: Toward Language Agent Fine-tuning

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Agent-flan: Designing data and methods of effective agent tuning for large language models

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Compiling agentic workflows into LLM weights: Near-frontier quality at two orders of magnitude less cost

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Qlora: Efficient finetuning of quantized llms

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures The approximation of one matrix by another of lower rank

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures A simple language model for task-oriented dialogue

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Procedural knowledge improves agentic llm workflows

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Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Distilling step-by-step! outperforming larger language models with less training data and smaller model sizes

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T13:17:10.947834Z

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Observation 1ea43c20-b50e-498a-858a-f2288d4d19d1 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures LoRA: Low-Rank Adaptation of Large Language Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T13:17:11.082015Z

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Observation 351f2523-1147-4afb-ac0b-99b2a426336f · outbound

This paper cites Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models.

Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T13:17:11.281527Z

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Observation 082a705c-956e-49b4-b96a-5b0029deebeb · outbound

This paper cites Agent lumos: Unified and modular training for open-source language agents.

Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Agent lumos: Unified and modular training for open-source language agents

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T13:17:11.430366Z

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Observation 1df7cc05-0b1e-4b03-9ec2-f317c9e8ecf3 · outbound

This paper cites Agenttuning: Enabling generalized agent abilities for llms.

Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Agenttuning: Enabling generalized agent abilities for llms

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T13:17:11.528592Z

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Observation 99b68c6b-977d-4b8d-81e7-430d9f3c3dc0 · outbound

This paper cites Xing, Hao Zhang, Joseph E.

Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures Xing, Hao Zhang, Joseph E

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T13:17:11.681755Z

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