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nlp:task_oriented_dialog [2023/09/08 18:37] – jmflanignlp:task_oriented_dialog [2023/09/08 18:39] (current) – [Response Generation] jmflanig
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 ===== Prompting and In-Context Learning ===== ===== Prompting and In-Context Learning =====
 +See also Response Generation, below.
 +
   * [[https://arxiv.org/pdf/2110.08118.pdf|Madotto et al 2021 - Few-Shot Bot: Prompt-Based Learning for Dialogue Systems]]   * [[https://arxiv.org/pdf/2110.08118.pdf|Madotto et al 2021 - Few-Shot Bot: Prompt-Based Learning for Dialogue Systems]]
   * [[https://arxiv.org/pdf/2203.08568.pdf|Hu et al 2022 - In-Context Learning for Few-Shot Dialogue State Tracking]]   * [[https://arxiv.org/pdf/2203.08568.pdf|Hu et al 2022 - In-Context Learning for Few-Shot Dialogue State Tracking]]
 +  * [[https://arxiv.org/pdf/2307.01453.pdf|King & Flanigan 2023 - Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking]]
  
 ===== Semi-supervised Methods ===== ===== Semi-supervised Methods =====
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 ===== Response Generation ===== ===== Response Generation =====
   * **With LLMs**   * **With LLMs**
 +    * [[https://arxiv.org/pdf/2110.08118.pdf|Madotto et al 2021 - Few-Shot Bot: Prompt-Based Learning for Dialogue Systems]]
     * [[https://arxiv.org/pdf/2302.11520.pdf|Li et al 2023 - Guiding Large Language Models via Directional Stimulus Prompting]]     * [[https://arxiv.org/pdf/2302.11520.pdf|Li et al 2023 - Guiding Large Language Models via Directional Stimulus Prompting]]
  
nlp/task_oriented_dialog.1694198233.txt.gz · Last modified: 2023/09/08 18:37 by jmflanig
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