Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:30:47.944696Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 4 inbound Pith citation observations for arXiv:2508.11953.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:30:47.944696Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T17:11:02.133177Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
52 of 52 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
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Reference 2
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Observation d5801b9a-8e15-4d87-8b1c-f4a3714d2a63 · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models and Vandenberghe, L
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Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models Mixing It Up: The Cocktail Effect of Multi-Task Fine-Tuning on LLM Performance -- A Case Study in Finance
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Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models Aioli: A Unified Optimization Framework for Language Model Data Mixing
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Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models R., Gould, N
Reference 11
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Observation 919a0fbc-5be8-4443-9bf6-b3a09694f8c2 · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
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Observation a1665ca0-95b0-4a46-ad8a-822efb84b357 · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models Toxigen: A large-scale machine-generated dataset for adversarial and implicit hate speech detection
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Observation 10931bd9-d9ca-4f5d-a7bd-2425d5a184e8 · outbound
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Observation 04b3376c-f091-4871-a791-2dc19fd5c551 · outbound
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Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models A., Welbl, J., Clark, A., Hennigan, T., Noland, E., Millican, K., van den Driessche, G., Damoc, B., Guy, A., Osindero, S., Simonyan, K., Elsen, E., Vinyals, O., Rae, J
Reference 17
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Observation a1087f2f-bfad-4ebf-8671-39dfa9516ce5 · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
Reference 18
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Observation c38fd998-f5f9-4d00-9024-e71ee38e362d · outbound
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Reference 19
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Observation d3b46fc6-cd02-494f-afa0-088069a6081b · outbound
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Reference 20
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Observation 63f570f2-7477-4bd1-a1ff-86c53eab6f7f · outbound
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Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models Autoscale: Automatic prediction of compute-optimal data composition for training llms
Reference 23
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Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models Tulu 3: Pushing Frontiers in Open Language Model Post-Training
Reference 24
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Observation 354d7cde-5d5e-4e94-86f6-c9a8d4634cd1 · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models Truthfulqa: Measuring how models mimic human falsehoods
Reference 25
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Observation c5c4cac0-9129-411b-bd86-3e0d340c0e3b · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models RegMix: Data Mixture as Regression for Language Model Pre-training
Reference 26
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Observation a6a602fc-d871-408a-8c2f-7721a6445f35 · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models W., Tay, Y., Zhou, D., Le, Q
Reference 27
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Observation 1d4bea52-d68a-4047-aa96-e5f44d51cd6f · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models Orca: Progressive Learning from Complex Explanation Traces of GPT-4
Reference 28
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Observation 597c7637-8ca0-4751-b599-5d7a650300d7 · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models and Wright, S
Reference 29
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Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models Instruction Tuning with GPT-4
Reference 30
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Observation 49a2d329-3821-4790-b99f-a35bc4f1512b · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models S., Mishra, S., Parmar, M., and Baral, C
Reference 31
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Observation f42c0192-8229-49f7-b955-b30583615737 · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models Revisiting the Superficial Alignment Hypothesis
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Observation 172dd84f-782a-440f-86e3-33c4f9ae84e8 · outbound
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models Unresolved cited work
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Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data
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Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models and Biegler, L
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Observation c063674c-16d3-4b98-99bb-d0f5ebd3a5ca · outbound
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Reference 45
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Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models Beyond IID: Optimizing Instruction Learning from the Perspective of Instruction Interaction and Dependency
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Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models
Reference 49
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Bridging Compute- and Data-Optimal Pretraining Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models
Reference 98
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