The Second Conversational Intelligence Challenge (ConvAI2)

Our summary of the paper, in our own words — not its text. The work belongs to its authors; read it at the links above.

Fields: Other

Cited by

177 papers of our library cite it (of the 140673 whose bibliographies we read); 17 of them have a page here, 160 not yet.

• Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack
• Evaluating Large Language Models: A Comprehensive Survey
• OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization
• Survey of Hallucination in Natural Language Generation
• Generation-Augmented Retrieval for Open-domain Question Answering
• Unsupervised Evaluation of Interactive Dialog with DialoGPT
• USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation
• A Comprehensive Overview of Large Language Models
• MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers
• Recipes for Building an Open-Domain Chatbot
• What makes a good conversation? How controllable attributes affect human judgments
• Retrieval Augmentation Reduces Hallucination in Conversation
• BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage
• Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills
• LaMDA: Language Models for Dialog Applications
• Neural Text Generation with Unlikelihood Training
• DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation

Cite

The paper itself, not this page. BibTeX from the library's record of the work. DOI 10.48550/arxiv.1902.00098 · arXiv 1902.00098

@misc{dinan2019second,
  title = {{The Second Conversational Intelligence Challenge (ConvAI2)}},
  author = {Dinan, Emily and Logacheva, Varvara and Malykh, Valentin and Miller, Alexander and Shuster, Kurt and Urbanek, Jack and Kiela, Douwe and Szlam, Arthur and Serban, Iulian and Lowe, Ryan and Prabhumoye, Shrimai and Black, Alan W and Rudnicky, Alexander and Williams, Jason and Pineau, Joelle and Burtsev, Mikhail and Weston, Jason},
  year = {2019},
  doi = {10.48550/arxiv.1902.00098},
  eprint = {1902.00098},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.48550/arxiv.1902.00098}
}

References

13 references, 6 of them with a card of ours. ↗ leads to the work, «find» searches for one we have no id for yet.

1. Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, and Jason Weston. Personalizing dialogue agents: I have a dog, do you have pets too? arXiv preprint arXiv:1801.07243, 2018. find our card
2. Iulian Vlad Serban, Ryan Lowe, Laurent Charlin, and Joelle Pineau. Generative deep neural networks for dialogue: A short review. arXiv preprint arXiv:1611.06216, 2016. — [arXiv:1611.06216](https://arxiv.org/abs/1611.06216) find
3. Oriol Vinyals and Quoc Le. arXiv:1506.05869, 2015. A neural conversational model. http://workshop.colips.org/dstc7/arXiv preprint ↗ our card
4. Jiwei Li, Michel Galley, Chris Brockett, Georgios P Spithourakis, Jianfeng Gao, and Bill Dolan. A persona-based neural conversation model. arXiv preprint arXiv:1603.06155, 2016. find our card
5. Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, and Bill Dolan. A diversity-promoting objective function for neural conversation models. arXiv preprint arXiv:1510.03055, 2015. find our card
6. Alexander H Miller, Will Feng, Adam Fisch, Jiasen Lu, Dhruv Batra, Antoine Bordes, Devi Parikh, and Jason Weston. Parlai: A dialog research software platform. arXiv preprint arXiv:1705.06476, 2017. find our card
7. Chia-Wei Liu, Ryan Lowe, Iulian Vlad Serban, Michael Noseworthy, Laurent Charlin, and Joelle Pineau. How NOT to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation. CoRR, abs/1603.08023, 2016. find
8. Ilya Kulikov, Alexander H. Miller, Kyunghyun Cho, and Jason Weston. Importance of a search strategy in neural dialogue modelling. CoRR, abs/1811.00907, 2018. — [arXiv:1811.00907](https://arxiv.org/abs/1811.00907) find
9. Yu Wu, Wei Wu, Chen Xing, Ming Zhou, and Zhoujun Li. Sequential matching network: A new architecture for multi-turn response selection in retrieval-based chatbots. arXiv preprint arXiv:1612.01627, 2016. find
10. Jason Weston, Emily Dinan, and Alexander H Miller. Retrieve and refine: Improved sequence generation models for dialogue. arXiv preprint arXiv:1808.04776, 2018. find
11. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805, 2018. find
12. Sean Welleck, Jason Weston, Arthur Szlam, and Kyunghyun Cho. Dialogue natural language inference. arXiv preprint arXiv:1811.00671, 2018. find our card
13. Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, and Jason Weston. Wizard of wikipedia: Knowledge-powered conversational agents. arXiv preprint arXiv:1811.01241, 2018. find