mlsanityData to 7 Oct 2026

Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent

arXiv 2207.12021 ↗First posted 25 Jul 2022cs.CLcited by 4

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Abstract (arXiv)

We present Chirpy Cardinal, an open-domain social chatbot. Aiming to be both informative and conversational, our bot chats with users in an authentic, emotionally intelligent way. By integrating controlled neural generation with scaffolded, hand-written dialogue, we let both the user and bot take turns driving the conversation, producing an engaging and socially fluent experience. Deployed in the fourth iteration of the Alexa Prize Socialbot Grand Challenge, Chirpy Cardinal handled thousands of conversations per day, placing second out of nine bots with an average user rating of 3.58/5.

Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). Builds on 44 of its 81 references that are in the map. First posted on arXiv 25 Jul 2022.

Builds on

44 of 81 references.

References · 44

  1. 2018BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingcited by 40,204
  2. 2020Language Models are Few-Shot Learnerscited by 32,199
  3. 2019RoBERTa: A Robustly Optimized BERT Pretraining Approachcited by 13,266
  4. 2015Distilling the Knowledge in a Neural Networkcited by 10,076
  5. 2019BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehensioncited by 5,874
  6. 2019DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lightercited by 4,243
  7. 2019The Curious Case of Neural Text Degenerationcited by 2,881
  8. 2019HuggingFace's Transformers: State-of-the-art Natural Language Processingcited by 2,201
  9. 2018Know What You Don't Know: Unanswerable Questions for SQuADcited by 1,538
  10. 2018Hierarchical Neural Story Generationcited by 1,182
  11. 2019PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarizationcited by 1,100
  12. 2018Adafactor: Adaptive Learning Rates with Sublinear Memory Costcited by 896
32 more
  1. 2019DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generationcited by 842
  2. 2018Personalizing Dialogue Agents: I have a dog, do you have pets too?cited by 820
  3. 2019CTRL: A Conditional Transformer Language Model for Controllable Generationcited by 754
  4. 2017DailyDialog: A Manually Labelled Multi-turn Dialogue Datasetcited by 649
  5. 2020Recipes for building an open-domain chatbotcited by 593
  6. 2018Wizard of Wikipedia: Knowledge-Powered Conversational agentscited by 530
  7. 2019Neural Text Generation with Unlikelihood Trainingcited by 489
  8. 2020Towards a Human-like Open-Domain Chatbotcited by 467
  9. 2019Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Modelcited by 431
  10. 2015Deep Learning with Limited Numerical Precisioncited by 368
  11. 2019The Second Conversational Intelligence Challenge (ConvAI2)cited by 178
  12. 2020Recipes for Safety in Open-domain Chatbotscited by 168
  13. 2017ParlAI: A Dialog Research Software Platformcited by 139
  14. 2020Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skillscited by 130
  15. 2021Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Groundingcited by 106
  16. 2018From Eliza to XiaoIce: Challenges and Opportunities with Social Chatbotscited by 85
  17. 2018End-to-End Neural Entity Linkingcited by 85
  18. 2019A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Fillingcited by 85
  19. 2021Anticipating Safety Issues in E2E Conversational AI: Framework and Toolingcited by 77
  20. 2020Pre-trained Summarization Distillationcited by 70
  21. 2020Dialogue Response Ranking Training with Large-Scale Human Feedback Datacited by 68
  22. 2020I like fish, especially dolphins: Addressing Contradictions in Dialogue Modelingcited by 68
  23. 2019How should my chatbot interact? A survey on human-chatbot interaction designcited by 56
  24. 2020Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linkingcited by 49
  25. 2020Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directionscited by 34
  26. 2018Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prizecited by 29
  27. 2019How Decoding Strategies Affect the Verifiability of Generated Textcited by 27
  28. 2020Neural Generation Meets Real People: Towards Emotionally Engaging Mixed-Initiative Conversationscited by 24
  29. 2019MIDAS: A Dialog Act Annotation Scheme for Open Domain Human Machine Spoken Conversationscited by 20
  30. 2019Gunrock: A Social Bot for Complex and Engaging Long Conversationscited by 14
  31. 2019A Crowd-based Evaluation of Abuse Response Strategies in Conversational Agentscited by 12
  32. 2021Human-like informative conversations: Better acknowledgements using conditional mutual informationcited by 6

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2022: 1; 2023: 2; 2024: 0; 2025: 0; 2026: 1.

4 papers.