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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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04/26/2023
Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models
Current dialogue research primarily studies pairwise (two-party) convers...
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12/22/2022
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization
Recent work has shown that fine-tuning large pre-trained language models...
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12/21/2022
Contrastive Distillation Is a Sample-Efficient Self-Supervised Loss Policy for Transfer Learning
Traditional approaches to RL have focused on learning decision policies ...
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11/10/2022
The CRINGE Loss: Learning what language not to model
Standard language model training employs gold human documents or human-h...
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10/28/2022
When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels
Deployed dialogue agents have the potential to integrate human feedback ...
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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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06/15/2022
DIRECTOR: Generator-Classifiers For Supervised Language Modeling
Current language models achieve low perplexity but their resulting gener...
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05/02/2022
OPT: Open Pre-trained Transformer Language Models
Large language models, which are often trained for hundreds of thousands...
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03/24/2022
Language Models that Seek for Knowledge: Modular Search Generation for Dialogue and Prompt Completion
Language models (LMs) have recently been shown to generate more factual ...
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12/10/2021
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity
State-of-the-art dialogue models still often stumble with regards to fac...
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11/09/2021
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue
Large language models can produce fluent dialogue but often hallucinate ...
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07/15/2021
Internet-Augmented Dialogue Generation
The largest store of continually updating knowledge on our planet can be...
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04/15/2021
Retrieval Augmentation Reduces Hallucination in Conversation
Despite showing increasingly human-like conversational abilities, state-...
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10/02/2020
Multi-Modal Open-Domain Dialogue
Recent work in open-domain conversational agents has demonstrated that s...
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08/18/2020
Deploying Lifelong Open-Domain Dialogue Learning
Much of NLP research has focused on crowdsourced static datasets and the...
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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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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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11/09/2019
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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04/22/2019
Real-time Inference in Multi-sentence Tasks with Deep Pretrained Transformers
The use of deep pretrained bidirectional transformers has led to remarka...
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01/31/2019
The Second Conversational Intelligence Challenge (ConvAI2)
We describe the setting and results of the ConvAI2 NeurIPS competition t...
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11/03/2018
Wizard of Wikipedia: Knowledge-Powered Conversational agents
In open-domain dialogue intelligent agents should exhibit the use of kno...
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11/02/2018
Engaging Image Chat: Modeling Personality in Grounded Dialogue
To achieve the long-term goal of machines being able to engage humans in...
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10/25/2018
Engaging Image Captioning Via Personality
Standard image captioning tasks such as COCO and Flickr30k are factual, ...
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07/09/2018
