Complete NLP pipeline for Korean dialogue summarization tasks using HuggingFace Transformers + Hydra + WandB. Use this skill whenever the user needs to (1) build or extend a dialogue summarization pipeline (seq2seq, encoder-decoder), (2) fine-tune BART/T5/PEGASUS or other generation models on Korean conversation data, (3) preprocess multi-turn dialogue datasets with special tokens, (4) evaluate summarization quality with ROUGE metrics using morpheme-based tokenization for Korean, (5) run inference and generate submission files for competition, (6) experiment with model selection, hyperparameter tuning, or ensemble strategies for NLP generation tasks, or (7) run hyperparameter sweeps and multi-run experiments with Hydra. Always use this skill when the user mentions 대화 요약, DialogSum, BART fine-tuning, seq2seq training, ROUGE evaluation, KoBART, Hydra sweep, or any Korean NLP summarization competition.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryScience & researchStars0
About this skill
Complete NLP pipeline for Korean dialogue summarization tasks using HuggingFace Transformers + Hydra + WandB. Use this skill whenever the user needs to (1) build or extend a dialogue summarization pipeline (seq2seq, encoder-decoder), (2) fine-tune BART/T5/PEGASUS or other generation models on Korean conversation data, (3) preprocess multi-turn dialogue datasets with special tokens, (4) evaluate summarization quality with ROUGE metrics using morpheme-based tokenization for Korean, (5) run inference and generate submission files for competition, (6) experiment with model selection, hyperparameter tuning, or ensemble strategies for NLP generation tasks, or (7) run hyperparameter sweeps and multi-run experiments with Hydra. Always use this skill when the user mentions 대화 요약, DialogSum, BART fine-tuning, seq2seq training, ROUGE evaluation, KoBART, Hydra sweep, or any Korean NLP summarization competition.
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Complete NLP pipeline for Korean dialogue summarization tasks using HuggingFace Transformers + Hydra + WandB. Use this skill whenever the user needs to (1) build or extend a dialogue summarization pipeline (seq2seq, encoder-decoder), (2) fine-tune BART/T5/PEGASUS or other generation models on Korean conversation data, (3) preprocess multi-turn dialogue datasets with special tokens, (4) evaluate summarization quality with ROUGE metrics using morpheme-based tokenization for Korean, (5) run inference and generate submission files for competition, (6) experiment with model selection, hyperparameter tuning, or ensemble strategies for NLP generation tasks, or (7) run hyperparameter sweeps and multi-run experiments with Hydra. Always use this skill when the user mentions 대화 요약, DialogSum, BART fine-tuning, seq2seq training, ROUGE evaluation, KoBART, Hydra sweep, or any Korean NLP summarization competition.
About this listing
Category
Science & research
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI