OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue

10 September 2022

Zhi Chen

Papers citing "OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue"

25 / 25 papers shown

Title
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 185 192 0 29 Sep 2021
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking Yinpei Dai Hangyu Li Yongbin Li Jian Sun Fei Huang Luo Si Xiao-Dan Zhu 55 54 0 01 Jun 2021
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2 Yunyi Yang Yunhao Li Xiaojun Quan 65 190 0 07 Dec 2020
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers Shiyang Li Semih Yavuz Kazuma Hashimoto Jia Li Tong Niu Nazneen Rajani Xifeng Yan Yingbo Zhou Caiming Xiong 69 62 0 24 Oct 2020
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Keshav Kolluru Vaibhav Adlakha Samarth Aggarwal Mausam Soumen Chakrabarti VLM 16 27 0 07 Oct 2020
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems Zhaojiang Lin Andrea Madotto Genta Indra Winata Pascale Fung 72 172 0 25 Sep 2020
CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking Zhi Chen Lu Chen Zi-Han Xu Yanbin Zhao Su Zhu Kai Yu 49 9 0 22 Sep 2020
ConvBERT: Improving BERT with Span-based Dynamic Convolution Zihang Jiang Weihao Yu Daquan Zhou Yunpeng Chen Jiashi Feng Shuicheng Yan 70 159 0 06 Aug 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 56 321 0 15 Apr 2020
Few-shot Natural Language Generation for Task-Oriented Dialog Baolin Peng Chenguang Zhu Chunyuan Li Xiujun Li Jinchao Li Michael Zeng Jianfeng Gao 72 201 0 27 Feb 2020
Towards a Human-like Open-Domain Chatbot Daniel De Freitas Minh-Thang Luong David R. So Jamie Hall Noah Fiedel ... Zi Yang Apoorv Kulshreshtha Gaurav Nemade Yifeng Lu Quoc V. Le 91 935 0 27 Jan 2020
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering Li Zhou Kevin Small 55 85 0 07 Nov 2019
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 153 1,519 0 01 Nov 2019
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking Jianguo Zhang Kazuma Hashimoto Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 69 167 0 08 Oct 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 93 84 0 02 Jun 2019
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning Lu Chen Zhi Chen Bowen Tan Sishan Long Milica Gasic Kai Yu 46 35 0 27 May 2019
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems Chien-Sheng Wu Andrea Madotto Ehsan Hosseini-Asl Caiming Xiong R. Socher Pascale Fung 73 435 0 21 May 2019
ERNIE: Enhanced Language Representation with Informative Entities Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu 92 1,397 0 17 May 2019
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models Tiancheng Zhao Kaige Xie M. Eskénazi 71 142 0 23 Feb 2019
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 147 1,311 0 29 Sep 2018
Global-Locally Self-Attentive Dialogue State Tracker Victor Zhong Caiming Xiong R. Socher 57 188 0 19 May 2018
Zero-Shot Dialog Generation with Cross-Domain Latent Actions Tiancheng Zhao M. Eskénazi VLM 60 77 0 13 May 2018
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders Tiancheng Zhao Ran Zhao M. Eskénazi 51 755 0 31 Mar 2017
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 82 482 0 12 Jun 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 270 1,331 0 05 Jun 2016