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06/09/2023
Embodied Executable Policy Learning with Language-based Scene Summarization
Large Language models (LLMs) have shown remarkable success in assisting ...
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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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10/26/2022
IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from Egocentric Videos and Text
We present IMU2CLIP, a novel pre-training approach to align Inertial Mea...
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10/10/2022
Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks
Searching vast troves of videos with textual descriptions is a core mult...
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05/11/2022
KETOD: Knowledge-Enriched Task-Oriented Dialogue
Existing studies in dialogue system research mostly treat task-oriented ...
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09/10/2021
Zero-Shot Dialogue State Tracking via Cross-Task Transfer
Zero-shot transfer learning for dialogue state tracking (DST) enables us...
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05/10/2021
Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking
Zero-shot cross-domain dialogue state tracking (DST) enables us to handl...
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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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12/31/2020
Continual Learning in Task-Oriented Dialogue Systems
Continual learning in task-oriented dialogue systems can allow us to add...
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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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10/24/2020
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions
Existing conversational systems are mostly agent-centric, which assumes ...
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10/24/2020
Adding Chit-Chats to Enhance Task-Oriented Dialogues
The existing dialogue corpora and models are typically designed under tw...
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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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05/30/2020
User Memory Reasoning for Conversational Recommendation
We study a conversational recommendation model which dynamically manages...
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05/01/2020
Information Seeking in the Spirit of Learning: a Dataset for Conversational Curiosity
Open-ended human learning and information-seeking are increasingly media...
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09/27/2019
Active Federated Learning
Federated Learning allows for population level models to be trained with...
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09/27/2019
Federated User Representation Learning
Collaborative personalization, such as through learned user representati...
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02/22/2018
Multimodal Named Entity Recognition for Short Social Media Posts
We introduce a new task called Multimodal Named Entity Recognition (MNER...
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12/09/2014