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07/06/2023
Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts
Many cognitive approaches to well-being, such as recognizing and reframi...
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06/07/2023
The HCI Aspects of Public Deployment of Research Chatbots: A User Study, Design Recommendations, and Open Challenges
Publicly deploying research chatbots is a nuanced topic involving necess...
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06/07/2023
Improving Open Language Models by Learning from Organic Interactions
We present BlenderBot 3x, an update on the conversational model BlenderB...
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08/05/2022
Learning from data in the mixed adversarial non-adversarial case: Finding the helpers and ignoring the trolls
The promise of interaction between intelligent conversational agents and...
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08/05/2022
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback
Frozen models trained to mimic static datasets can never improve their p...
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08/05/2022
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage
We present BlenderBot 3, a 175B parameter dialogue model capable of open...
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01/12/2022
Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents
At the heart of improving conversational AI is the open problem of how t...
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10/14/2021
SaFeRDialogues: Taking Feedback Gracefully after Conversational Safety Failures
Current open-domain conversational models can easily be made to talk in ...
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09/06/2021
Detecting Inspiring Content on Social Media
Inspiration moves a person to see new possibilities and transforms the w...
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07/07/2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling
Over the last several years, end-to-end neural conversational agents hav...
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12/30/2020
Linguistic calibration through metacognition: aligning dialogue agent responses with expected correctness
Open-domain dialogue agents have vastly improved, but still confidently ...
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10/14/2020
Recipes for Safety in Open-domain Chatbots
Models trained on large unlabeled corpora of human interactions will lea...
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09/22/2020
Controlling Style in Generated Dialogue
Open-domain conversation models have become good at generating natural-s...
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06/22/2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions
We present our view of what is necessary to build an engaging open-domai...
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05/01/2020
Multi-scale Transformer Language Models
We investigate multi-scale transformer language models that learn repres...
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04/28/2020
Recipes for building an open-domain chatbot
Building open-domain chatbots is a challenging area for machine learning...
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04/17/2020
Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills
Being engaging, knowledgeable, and empathetic are all desirable general ...
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12/28/2019
All-in-One Image-Grounded Conversational Agents
As single-task accuracy on individual language and image tasks has impro...
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11/10/2019
Zero-Shot Fine-Grained Style Transfer: Leveraging Distributed Continuous Style Representations to Transfer To Unseen Styles
Text style transfer is usually performed using attributes that can take ...
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11/10/2019
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training
Generative dialogue models currently suffer from a number of problems wh...
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11/09/2019
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents
We introduce dodecaDialogue: a set of 12 tasks that measures if a conver...
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09/09/2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
Traditional recommendation systems produce static rather than interactiv...
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03/12/2019
On the Pitfalls of Measuring Emergent Communication
How do we know if communication is emerging in a multi-agent system? The...
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11/01/2018
Multiple-Attribute Text Style Transfer
The dominant approach to unsupervised "style transfer" in text is based ...
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11/01/2018
I Know the Feeling: Learning to Converse with Empathy
Beyond understanding what is being discussed, human communication requir...
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05/24/2016