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The skills directory was getting disorganized — mlops alone had 40 skills in a flat list, and 12 categories were singletons with just one skill each. Code change: - prompt_builder.py: Support sub-categories in skill scanner. skills/mlops/training/axolotl/SKILL.md now shows as category 'mlops/training' instead of just 'mlops'. Backwards-compatible with existing flat structure. Split mlops (40 skills) into 7 sub-categories: - mlops/training (12): accelerate, axolotl, flash-attention, grpo-rl-training, peft, pytorch-fsdp, pytorch-lightning, simpo, slime, torchtitan, trl-fine-tuning, unsloth - mlops/inference (8): gguf, guidance, instructor, llama-cpp, obliteratus, outlines, tensorrt-llm, vllm - mlops/models (6): audiocraft, clip, llava, segment-anything, stable-diffusion, whisper - mlops/vector-databases (4): chroma, faiss, pinecone, qdrant - mlops/evaluation (5): huggingface-tokenizers, lm-evaluation-harness, nemo-curator, saelens, weights-and-biases - mlops/cloud (2): lambda-labs, modal - mlops/research (1): dspy Merged singleton categories: - gifs → media (gif-search joins youtube-content) - music-creation → media (heartmula, songsee) - diagramming → creative (excalidraw joins ascii-art) - ocr-and-documents → productivity - domain → research (domain-intel) - feeds → research (blogwatcher) - market-data → research (polymarket) Fixed misplaced skills: - mlops/code-review → software-development (not ML-specific) - mlops/ml-paper-writing → research (academic writing) Added DESCRIPTION.md files for all new/updated categories.
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26 lines
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For citing papers in the ACL Anthology, we provide a single consolidated
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BibTeX file containing all of its papers. The bibkeys in these papers are
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designed to be semantic in nature: {names}-{year}-{words}, where
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- `names` is the concatenated last names of the authors when there is just
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one or two authors, or `lastname-etal` for 3+
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- `year` is the four-digit year
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- `words` is the first significant word in the title, or more, if necessary,
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to preserve uniqueness
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For example, https://aclanthology.org/N04-1035 can be cited as \cite{galley-etal-2004-whats}.
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The consolidated file can be downloaded from here:
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- https://aclanthology.org/anthology.bib
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Unfortunately, as of 2024 or so, this file is now larger than 50 MB, which is Overleaf's
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bib file size limit. Consequently, the Anthology shards the file automatically into
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49 MB shards.
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There are currently (2025) two files:
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- https://aclanthology.org/anthology-1.bib
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- https://aclanthology.org/anthology-2.bib
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You can download these directly from Overleaf from New File -> From External URL,
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and then adding them to the \bibliography line in acl_latex.tex:
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\bibliography{custom,anthology-1,anthology-2}
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