Abhinav Rastogi | DeepAI

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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...

0 Harrison Lee, et al. ∙

∙ 05/23/2023

Conversational Recommendation as Retrieval: A Simple, Strong Baseline

Conversational recommendation systems (CRS) aim to recommend suitable it...

0 Raghav Gupta, et al. ∙

∙ 12/20/2022

AnyTOD: A Programmable Task-Oriented Dialog System

We propose AnyTOD, an end-to-end task-oriented dialog (TOD) system with ...

0 Jeffrey Zhao, et al. ∙

∙ 12/16/2022

Speech Aware Dialog System Technology Challenge (DSTC11)

Most research on task oriented dialog modeling is based on written text ...

0 Hagen Soltau, et al. ∙

∙ 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...

1 Raghav Gupta, et al. ∙

∙ 01/28/2022

A Unified Approach to Entity-Centric Context Tracking in Social Conversations

In human-human conversations, Context Tracking deals with identifying im...

0 Ulrich Rückert, et al. ∙

∙ 01/21/2022

Description-Driven Task-Oriented Dialog Modeling

Task-oriented dialogue (TOD) systems are required to identify key inform...

1 Jeffrey Zhao, et al. ∙

∙ 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...

9 Harrison Lee, et al. ∙

∙ 07/29/2021

UIBert: Learning Generic Multimodal Representations for UI Understanding

To improve the accessibility of smart devices and to simplify their usag...

0 Chongyang Bai, 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. ∙

∙ 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 ...

0 Xiaoxue Zang, et al. ∙

∙ 04/30/2020

Few-Shot Natural Language Generation by Rewriting Templates

Virtual assistants such as Google Assistant, Alexa and Siri enable users...

0 Mihir Kale, et al. ∙

∙ 02/02/2020

Schema-Guided Dialogue State Tracking Task at DSTC8

This paper gives an overview of the Schema-Guided Dialogue State Trackin...

0 Abhinav Rastogi, et al. ∙

∙ 11/14/2019

The Eighth Dialog System Technology Challenge

This paper introduces the Eighth Dialog System Technology Challenge. In ...

0 Seokhwan Kim, et al. ∙

∙ 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...

0 Abhinav Rastogi, et al. ∙

∙ 08/28/2019

DeepCopy: Grounded Response Generation with Hierarchical Pointer Networks

Recent advances in neural sequence-to-sequence models have led to promis...

0 Semih Yavuz, et al. ∙

∙ 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...

0 Guan-Lin Chao, et al. ∙

∙ 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...

0 Abhinav Rastogi, et al. ∙

∙ 07/01/2018

An Efficient Approach to Encoding Context for Spoken Language Understanding

In task-oriented dialogue systems, spoken language understanding, or SLU...

0 Raghav Gupta, et al. ∙

∙ 01/15/2018

Building a Conversational Agent Overnight with Dialogue Self-Play

We propose Machines Talking To Machines (M2M), a framework combining aut...

0 Pararth Shah, et al. ∙

∙ 12/29/2017

Scalable Multi-Domain Dialogue State Tracking

Dialogue state tracking (DST) is a key component of task-oriented dialog...

0 Abhinav Rastogi, et al. ∙

∙ 03/19/2016

A Fast Unified Model for Parsing and Sentence Understanding

Tree-structured neural networks exploit valuable syntactic parse informa...

0 Samuel R. Bowman, et al. ∙

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