Shikib Mehri | DeepAI

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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....

0 Jessica Huynh, et al. ∙

∙ 08/18/2022

The DialPort tools

The DialPort project http://dialport.org/, funded by the National Scienc...

0 Jessica Huynh, et al. ∙

∙ 07/28/2022

Interactive Evaluation of Dialog Track at DSTC9

The ultimate goal of dialog research is to develop systems that can be e...

0 Shikib Mehri, et al. ∙

∙ 07/28/2022

LAD: Language Models as Data for Zero-Shot Dialog

To facilitate zero-shot generalization in taskoriented dialog, this pape...

0 Shikib Mehri, et al. ∙

∙ 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...

0 Prakhar Gupta, et al. ∙

∙ 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...

6 Shikib Mehri, et al. ∙

∙ 06/13/2021

Schema-Guided Paradigm for Zero-Shot Dialog

Developing mechanisms that flexibly adapt dialog systems to unseen tasks...

0 Shikib Mehri, et al. ∙

∙ 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...

0 Shikib Mehri, et al. ∙

∙ 06/07/2021

A Comprehensive Assessment of Dialog Evaluation Metrics

Automatic evaluation metrics are a crucial component of dialog systems r...

0 Yi-Ting Yeh, et al. ∙

∙ 11/12/2020

Overview of the Ninth Dialog System Technology Challenge: DSTC9

This paper introduces the Ninth Dialog System Technology Challenge (DSTC...

4 Chulaka Gunasekara, et al. ∙

∙ 11/02/2020

Reasoning Over History: Context Aware Visual Dialog

While neural models have been shown to exhibit strong performance on sin...

1 Muhammad A. Shah, et al. ∙

∙ 10/22/2020

STAR: A Schema-Guided Dialog Dataset for Transfer Learning

We present STAR, a schema-guided task-oriented dialog dataset consisting...

0 Johannes E. M. Mosig, et al. ∙

∙ 10/17/2020

Example-Driven Intent Prediction with Observers

A key challenge of dialog systems research is to effectively and efficie...

0 Shikib Mehri, et al. ∙

∙ 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...

23 Shikib Mehri, et al. ∙

∙ 06/23/2020

Unsupervised Evaluation of Interactive Dialog with DialoGPT

It is important to define meaningful and interpretable automatic evaluat...

0 Shikib Mehri, et al. ∙

∙ 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...

0 Shikib Mehri, et al. ∙

∙ 04/04/2020

"None of the Above":Measure Uncertainty in Dialog Response Retrieval

This paper discusses the importance of uncovering uncertainty in end-to-...

0 Yulan Feng, et al. ∙

∙ 09/03/2019

CMU GetGoing: An Understandable and Memorable Dialog System for Seniors

Voice-based technologies are typically developed for the average user, a...

0 Shikib Mehri, et al. ∙

∙ 08/26/2019

Multi-Granularity Representations of Dialog

Neural models of dialog rely on generalized latent representations of la...

0 Shikib Mehri, et al. ∙

∙ 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...

0 Prakhar Gupta, et al. ∙

∙ 07/23/2019

Structured Fusion Networks for Dialog

Neural dialog models have exhibited strong performance, however their en...

0 Shikib Mehri, et al. ∙

∙ 06/02/2019

Pretraining Methods for Dialog Context Representation Learning

This paper examines various unsupervised pretraining objectives for lear...

0 Shikib Mehri, et al. ∙

∙ 01/20/2019

Beyond Turing: Intelligent Agents Centered on the User

This paper makes the case that while most research on intelligent agents...

0 Maxine Eskenazi, et al. ∙

∙ 10/28/2018

Middle-Out Decoding

Despite being virtually ubiquitous, sequence-to-sequence models are chal...

0 Shikib Mehri, et al. ∙

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