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01/27/2023
Understanding the Effectiveness of Very Large Language Models on Dialog Evaluation
Language models have steadily increased in size over the past few years....
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08/18/2022
The DialPort tools
The DialPort project http://dialport.org/, funded by the National Scienc...
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07/28/2022
Interactive Evaluation of Dialog Track at DSTC9
The ultimate goal of dialog research is to develop systems that can be e...
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07/28/2022
LAD: Language Models as Data for Zero-Shot Dialog
To facilitate zero-shot generalization in taskoriented dialog, this pape...
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05/25/2022
Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
Instruction tuning is an emergent paradigm in NLP wherein natural langua...
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03/18/2022
Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges
This is a report on the NSF Future Directions Workshop on Automatic Eval...
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06/13/2021
Schema-Guided Paradigm for Zero-Shot Dialog
Developing mechanisms that flexibly adapt dialog systems to unseen tasks...
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06/13/2021
GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot Filling
In transfer learning, it is imperative to achieve strong alignment betwe...
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06/07/2021
A Comprehensive Assessment of Dialog Evaluation Metrics
Automatic evaluation metrics are a crucial component of dialog systems r...
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11/12/2020
Overview of the Ninth Dialog System Technology Challenge: DSTC9
This paper introduces the Ninth Dialog System Technology Challenge (DSTC...
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11/02/2020
Reasoning Over History: Context Aware Visual Dialog
While neural models have been shown to exhibit strong performance on sin...
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10/22/2020
STAR: A Schema-Guided Dialog Dataset for Transfer Learning
We present STAR, a schema-guided task-oriented dialog dataset consisting...
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10/17/2020
Example-Driven Intent Prediction with Observers
A key challenge of dialog systems research is to effectively and efficie...
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09/28/2020
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
A long-standing goal of task-oriented dialogue research is the ability t...
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06/23/2020
Unsupervised Evaluation of Interactive Dialog with DialoGPT
It is important to define meaningful and interpretable automatic evaluat...
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05/01/2020
USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation
The lack of meaningful automatic evaluation metrics for dialog has imped...
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04/04/2020
"None of the Above":Measure Uncertainty in Dialog Response Retrieval
This paper discusses the importance of uncovering uncertainty in end-to-...
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09/03/2019
CMU GetGoing: An Understandable and Memorable Dialog System for Seniors
Voice-based technologies are typically developed for the average user, a...
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08/26/2019
Multi-Granularity Representations of Dialog
Neural models of dialog rely on generalized latent representations of la...
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07/24/2019
Investigating Evaluation of Open-Domain Dialogue Systems With Human Generated Multiple References
The aim of this paper is to mitigate the shortcomings of automatic evalu...
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07/23/2019
Structured Fusion Networks for Dialog
Neural dialog models have exhibited strong performance, however their en...
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06/02/2019
Pretraining Methods for Dialog Context Representation Learning
This paper examines various unsupervised pretraining objectives for lear...
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01/20/2019
Beyond Turing: Intelligent Agents Centered on the User
This paper makes the case that while most research on intelligent agents...
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10/28/2018