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nlp:dialog

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nlp:dialog [2023/12/01 23:42] – [Datasets] jmflanignlp:dialog [2024/09/04 00:27] (current) – [Dialog Acts] jmflanig
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     * [[https://arxiv.org/pdf/2201.06657.pdf|Caldarini et al 2022 - A Literature Survey of Recent Advances in Chatbots]]     * [[https://arxiv.org/pdf/2201.06657.pdf|Caldarini et al 2022 - A Literature Survey of Recent Advances in Chatbots]]
     * [[https://arxiv.org/pdf/2212.09252.pdf|Shaier et al 2022 - Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems]]     * [[https://arxiv.org/pdf/2212.09252.pdf|Shaier et al 2022 - Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems]]
 +    * [[https://arxiv.org/pdf/2402.18013|Yi et al 2024 - A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems]]
   * Courses   * Courses
     * **[[https://docs.google.com/spreadsheets/d/1nSKcnM5r9x82BdyPgn-obN1sRUlLC7zZ082a0132Igk/edit?fbclid=IwAR1tX8eztqZ4Kn4NNPUvkkGKCurikWtv-wcSnRyDRg4M544dQtSXTTb3vfM#gid=1523499517|Zhou Yu's Conversational AI course at Columbia]]**     * **[[https://docs.google.com/spreadsheets/d/1nSKcnM5r9x82BdyPgn-obN1sRUlLC7zZ082a0132Igk/edit?fbclid=IwAR1tX8eztqZ4Kn4NNPUvkkGKCurikWtv-wcSnRyDRg4M544dQtSXTTb3vfM#gid=1523499517|Zhou Yu's Conversational AI course at Columbia]]**
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   * SOTA (2020, better than Meena) neural dialog generation: [[https://arxiv.org/pdf/2004.13637.pdf|Roller et al 2020 - Recipes for building an open-domain chatbot]]. [[https://parl.ai/projects/recipes/|Code and models]]   * SOTA (2020, better than Meena) neural dialog generation: [[https://arxiv.org/pdf/2004.13637.pdf|Roller et al 2020 - Recipes for building an open-domain chatbot]]. [[https://parl.ai/projects/recipes/|Code and models]]
   * [[https://arxiv.org/abs/2009.11423|Andreas et al 2020 - Task-Oriented Dialogue as Dataflow Synthesis]]   * [[https://arxiv.org/abs/2009.11423|Andreas et al 2020 - Task-Oriented Dialogue as Dataflow Synthesis]]
 +  * [[https://arxiv.org/pdf/2205.09073.pdf|Dai et al 2022 - Dialog Inpainting: Turning Documents into Dialogs]]
  
 ===== Chatbots ===== ===== Chatbots =====
 +See also [[Chatbots]].
 +
   * [[https://arxiv.org/abs/2008.12579|Madotto et al 2020 - The Adapter-Bot: All-In-One Controllable Conversational Model]]   * [[https://arxiv.org/abs/2008.12579|Madotto et al 2020 - The Adapter-Bot: All-In-One Controllable Conversational Model]]
  
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 See [[nlp:vision_and_language#Multimodal Dialog Agents|Vision and Language - Multimodal Dialog Agents]]. See [[nlp:vision_and_language#Multimodal Dialog Agents|Vision and Language - Multimodal Dialog Agents]].
  
 +
 +===== Dialog Policy =====
 +For a nice overview, see related work section of [[https://arxiv.org/pdf/2407.05674|Joshi 2024]].
 +
 +  * [[https://arxiv.org/pdf/2407.05674|Joshi et al 2024 - LLM-Based Open-Domain Integrated Task and Knowledge Assistants with Programmable Policies]] (Has a great overview)
  
 ===== Dialog Acts ===== ===== Dialog Acts =====
nlp/dialog.1701474134.txt.gz · Last modified: 2023/12/01 23:42 by jmflanig
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