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09/01/2023
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
Reinforcement learning from human feedback (RLHF) is effective at aligni...
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05/23/2023
Conversational Recommendation as Retrieval: A Simple, Strong Baseline
Conversational recommendation systems (CRS) aim to recommend suitable it...
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12/20/2022
AnyTOD: A Programmable Task-Oriented Dialog System
We propose AnyTOD, an end-to-end task-oriented dialog (TOD) system with ...
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12/16/2022
Speech Aware Dialog System Technology Challenge (DSTC11)
Most research on task oriented dialog modeling is based on written text ...
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04/08/2022
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue
Building universal dialogue systems that can seamlessly operate across m...
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01/28/2022
A Unified Approach to Entity-Centric Context Tracking in Social Conversations
In human-human conversations, Context Tracking deals with identifying im...
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01/21/2022
Description-Driven Task-Oriented Dialog Modeling
Task-oriented dialogue (TOD) systems are required to identify key inform...
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10/13/2021
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems
Zero/few-shot transfer to unseen services is a critical challenge in tas...
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07/29/2021
UIBert: Learning Generic Multimodal Representations for UI Understanding
To improve the accessibility of smart devices and to simplify their usag...
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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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07/10/2020
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines
MultiWOZ is a well-known task-oriented dialogue dataset containing over ...
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04/30/2020
Few-Shot Natural Language Generation by Rewriting Templates
Virtual assistants such as Google Assistant, Alexa and Siri enable users...
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02/02/2020
Schema-Guided Dialogue State Tracking Task at DSTC8
This paper gives an overview of the Schema-Guided Dialogue State Trackin...
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11/14/2019
The Eighth Dialog System Technology Challenge
This paper introduces the Eighth Dialog System Technology Challenge. In ...
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09/12/2019
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset
Virtual assistants such as Google Assistant, Alexa and Siri provide a co...
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08/28/2019
DeepCopy: Grounded Response Generation with Hierarchical Pointer Networks
Recent advances in neural sequence-to-sequence models have led to promis...
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07/31/2019
Learning Question-Guided Video Representation for Multi-Turn Video Question Answering
Understanding and conversing about dynamic scenes is one of the key capa...
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11/13/2018
Multi-task learning for Joint Language Understanding and Dialogue State Tracking
This paper presents a novel approach for multi-task learning of language...
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07/01/2018
An Efficient Approach to Encoding Context for Spoken Language Understanding
In task-oriented dialogue systems, spoken language understanding, or SLU...
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01/15/2018
Building a Conversational Agent Overnight with Dialogue Self-Play
We propose Machines Talking To Machines (M2M), a framework combining aut...
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12/29/2017
Scalable Multi-Domain Dialogue State Tracking
Dialogue state tracking (DST) is a key component of task-oriented dialog...
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03/19/2016