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04/04/2023
Effective Theory of Transformers at Initialization
We perform an effective-theory analysis of forward-backward signal propa...
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12/15/2022
Improving Chess Commentaries by Combining Language Models with Symbolic Reasoning Engines
Despite many recent advancements in language modeling, state-of-the-art ...
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11/22/2022
AutoReply: Detecting Nonsense in Dialogue Introspectively with Discriminative Replies
Existing approaches built separate classifiers to detect nonsense in dia...
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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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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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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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05/01/2020
Multi-Dimensional Gender Bias Classification
Machine learning models are trained to find patterns in data. NLP models...
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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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02/07/2020
I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents
Dialogue research tends to distinguish between chit-chat and goal-orient...
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02/07/2020
I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-orientated dialogue agents
Dialogue research tends to distinguish between chit-chat and goal-orient...
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11/20/2019
Generating Interactive Worlds with Text
Procedurally generating cohesive and interesting game environments is ch...
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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
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation
Models often easily learn biases present in the training data, and their...
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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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10/31/2019
Adversarial NLI: A New Benchmark for Natural Language Understanding
We introduce a new large-scale NLI benchmark dataset, collected via an i...
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08/17/2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack
The detection of offensive language in the context of a dialogue has bec...
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08/12/2019
Neural Text Generation with Unlikelihood Training
Neural text generation is a key tool in natural language applications, b...
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03/07/2019
Learning to Speak and Act in a Fantasy Text Adventure Game
We introduce a large scale crowdsourced text adventure game as a researc...
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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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08/14/2018
Retrieve and Refine: Improved Sequence Generation Models For Dialogue
Sequence generation models for dialogue are known to have several proble...
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01/22/2018