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05/23/2023
Continual Dialogue State Tracking via Example-Guided Question Answering
Dialogue systems are frequently updated to accommodate new services, but...
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03/29/2023
Hierarchical Video-Moment Retrieval and Step-Captioning
There is growing interest in searching for information from large video ...
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11/15/2022
Navigating Connected Memories with a Task-oriented Dialog System
Recent years have seen an increasing trend in the volume of personal med...
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11/08/2022
Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation
People capture photos and videos to relive and share memories of persona...
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12/15/2021
Database Search Results Disambiguation for Task-Oriented Dialog Systems
As task-oriented dialog systems are becoming increasingly popular in our...
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10/21/2021
DAIR: Data Augmented Invariant Regularization
While deep learning through empirical risk minimization (ERM) has succee...
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04/18/2021
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations
We present a new corpus for the Situated and Interactive Multimodal Conv...
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01/01/2021
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
A video-grounded dialogue system is required to understand both dialogue...
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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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06/02/2020
Situated and Interactive Multimodal Conversations
Next generation virtual assistants are envisioned to handle multimodal i...
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03/04/2020
On Emergent Communication in Competitive Multi-Agent Teams
Several recent works have found the emergence of grounded compositional ...
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03/07/2019
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog
Visual Dialog is a multimodal task of answering a sequence of questions ...
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09/06/2018
Visual Coreference Resolution in Visual Dialog using Neural Module Networks
Visual dialog entails answering a series of questions grounded in an ima...
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06/26/2017
Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog
A number of recent works have proposed techniques for end-to-end learnin...
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03/20/2017
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning
We introduce the first goal-driven training for visual question answerin...
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03/10/2017
Deep Sets
In this paper, we study the problem of designing objective functions for...
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11/26/2016
Visual Dialog
We introduce the task of Visual Dialog, which requires an AI agent to ho...
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11/22/2015