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awesome-instruction-learning
Papers and Datasets on Instruction Tuning and Following. ✨✨✨
https://github.com/RenzeLou/awesome-instruction-learning
- Renze Lou
- reach out - instruction-learning/pulls):
- comprehensive - context instruction, including , few-shot , and CoT .
- [pdf - instruction-learning)]. 
- [pdf - FFA07A)
- [pdf - 9cf)
- [pdf - 90EE90)
- [pdf - context demonstrations](https://img.shields.io/badge/demonstrations-FFB6C1)
- [pdf - reasoning)]. 
- [pdf - 9cf)
- Longpre et al.
- [pdf - instruct)].
- [pdf - instructions)].
- [pdf - workshop/promptsource)]; [[corpus](https://huggingface.co/datasets/bigscience/P3)]. -->
- [pdf - zy/UD)].
- [pdf - group/lite)].
- [pdf - group/lite)].
- [pdf - zhong/Meta-tuning)].
- this repository
- [pdf - prompt)].
- [pdf - coai/PPT)].
- [pdf - tuning-v2)].
- [pdf - tuning)].
- [pdf - prompts)].
- [pdf - nlp/LM-BFF)].
- Amazon MTurk
- [pdf - NLP-Group/QA4RE)].
- [pdf - Variant-Instructions)].
- [pdf - USC/hypter)]. <!-- TODO -->
- Jang et al.
- [pdf - research/FLAN/tree/main/flan/v2)]; [[corpus](https://huggingface.co/datasets/SirNeural/flan_v2)].
- [pdf - ul2)].
- [pdf - t5)].
- [pdf - coai/UDIT)].
- [pdf - workshop/t-zero)]; [[corpus](https://github.com/bigscience-workshop/promptsource)].
- [pdf - research/flan)].
- [pdf - research/prompt-tuning)].
- [pdf - nlp/WhatICLLearns)].
- [pdf - transformers)].
- [pdf - based-demonstration-selection)].
- [pdf - research/tree/master/incontext)].
- [pdf - demonstrations)].
- [pdf - waywardness)].
- [pdf - shot-learning)].
- [pdf - Instruction-Tuned-Models)].
- [pdf - security)].
- [pdf - v2-suite-6551b56e743e6349aab45101)]
- [pdf - instruct)].
- [pdf - lab/instruct-eval)]; [[leaderboard](https://declare-lab.net/instruct-eval/)].
- [pdf - learning)].
- [pdf - ConvAI/tree/main/tree-instruct)].
- [pdf - bias)].
- [pdf - three/t-few)].
- [pdf - instructions)].
- [pdf - page/1866/overview)].
- [pdf - GeaqE)].
- [pdf - home.org/)].
- [pdf - hli/)].
- [pdf - embedding.github.io/)].
- [pdf - zct/swarm-distillation-zero-shot)].
- [pdf - USC/mrc-explanation)].
- [pdf - NExT/)].
- ChatGPT
- [pdf - 4)].
- [pdf - Hu/IC-DST)].
- [pdf - BoXBART)].
- [pdf - Learning)].
- [pdf - induction)].
- [pdf - ->
- [pdf - SimpleAI/chatgpt-comparison-detection)].
- [pdf - rlhf)].
- [pdf - research-datasets/GSM-IC)].
- ![Star History Chart - history.com/#RenzeLou/awesome-instruction-learning&Date)