TeXFix-Bench: An Empirically Grounded Multi-Format Benchmark for LLM-Based Document Source Repair

arXiv:2608.07617 · cs.AI · Submitted 2026-08-07 · Read on arXiv

Prajwal S. Venkateshmurthy

cs.AI

Submitted: 2026-08-07

Updated: 2026-08-11

Comments: 9 pages, 4 figures, 9 tables. Artifacts: https://doi.org/10.5281/zenodo.21831797

Code: https://github.com/prajwal-svm/docmut

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Benchmark — 29× in this paper · explained in 2 episodes
Ablation — 3× in this paper · explained in 1 episode
Verification — 3× in this paper · explained in 2 episodes
Editor — 2× in this paper · explained in 2 episodes
Harness — 2× in this paper · explained in 2 episodes
Localization — 2× in this paper · explained in 2 episodes
Accuracy — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 4 episodes
Commentary — 1× in this paper · explained in 2 episodes
Core — 1× in this paper · explained in 2 episodes
Failure Modes — 1× in this paper · explained in 3 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Grounding — 1× in this paper · explained in 3 episodes
Multi-Agent System — 1× in this paper · explained in 7 episodes
Overfitting — 1× in this paper · explained in 2 episodes
Papers — 1× in this paper · explained in 3 episodes
Sufficiency — 1× in this paper · explained in 2 episodes

Sources

OverleafCopilot: Empowering Academic Writing in Overleaf with Large Language Models

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