Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models

23 February 2019

Papers citing "Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models"

43 / 43 papers shown

Title
Let's Negotiate! A Survey of Negotiation Dialogue Systems Haolan Zhan Yufei Wang Tao Feng Yuncheng Hua Suraj Sharma Zhuang Li Lizhen Qu Zhaleh Semnani Azad Ingrid Zukerman Gholamreza Haffari LLMAG 89 29 0 02 Feb 2024
Rescue Conversations from Dead-ends: Efficient Exploration for Task-oriented Dialogue Policy Optimization Yangyang Zhao Zhenyu Wang Mehdi Dastani Shihan Wang 24 0 0 05 May 2023
Deep RL with Hierarchical Action Exploration for Dialogue Generation Itsugun Cho Ryota Takahashi Yusaku Yanase Hiroaki Saito 28 2 0 22 Mar 2023
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning Xiao Yu Qingyang Wu Kun Qian Zhou Yu OffRL 21 11 0 30 Nov 2022
Jointly Reinforced User Simulator and Task-oriented Dialog System with Simplified Generative Architecture Abhishek Sethi Zhijian Ou Yi Huang Junlan Feng RALM 21 1 0 13 Oct 2022
Dialogue Evaluation with Offline Reinforcement Learning Nurul Lubis Christian Geishauser Hsien-Chin Lin Carel van Niekerk Michael Heck Shutong Feng Milica Gavsić OffRL 27 4 0 02 Sep 2022
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning Atsumoto Ohashi Ryuichiro Higashinaka OffRL 24 7 0 25 Jul 2022
A Mixture-of-Expert Approach to RL-based Dialogue Management Yinlam Chow Azamat Tulepbergenov Ofir Nachum Moonkyung Ryu Mohammad Ghavamzadeh Craig Boutilier MoE 25 14 0 31 May 2022
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators Rilwan A. Adewoyin Ritabrata Dutta Yulan He 27 2 0 25 May 2022
CORAL: Contextual Response Retrievability Loss Function for Training Dialog Generation Models Bishal Santra Ravi Ghadia Manish Gupta Pawan Goyal OffRL 23 0 0 21 May 2022
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 21 30 0 05 May 2022
Structure Extraction in Task-Oriented Dialogues with Slot Clustering Liang Qiu Chien-Sheng Wu Wenhao Liu Caiming Xiong 27 8 0 28 Feb 2022
A Survey on Recent Advances and Challenges in Reinforcement Learning Methods for Task-Oriented Dialogue Policy Learning Wai-Chung Kwan Hongru Wang Huimin Wang Kam-Fai Wong OffRL 38 43 0 28 Feb 2022
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts Shuhe Wang Yuxian Meng Xiaoya Li Xiaofei Sun Rongbin Ouyang Jiwei Li MLLM VLM 32 21 0 27 Sep 2021
Reinforced Natural Language Interfaces via Entropy Decomposition Xiaoran Wu Yipeng Kang LLMAG 30 0 0 23 Sep 2021
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems Shutong Feng Nurul Lubis Christian Geishauser Hsien-Chin Lin Michael Heck Carel van Niekerk Milica Gavsić 53 21 0 10 Sep 2021
Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems Hong Liu Yucheng Cai Zhenru Lin Zhijian Ou Yi Huang Junlan Feng DRL VLM BDL 36 18 0 09 Sep 2021
Task-Oriented Dialogue System as Natural Language Generation Weizhi Wang Zhirui Zhang Junliang Guo Yinpei Dai Boxing Chen Weihua Luo 36 32 0 31 Aug 2021
Transferable Dialogue Systems and User Simulators Bo-Hsiang Tseng Yinpei Dai Florian Kreyssig Bill Byrne 19 53 0 25 Jul 2021
Survey on reinforcement learning for language processing Víctor Uc Cetina Nicolás Navarro-Guerrero A. Martín-González C. Weber S. Wermter OffRL 31 101 0 12 Apr 2021
When is it permissible for artificial intelligence to lie? A trust-based approach Tae Wan Kim Tong Lu Lu Kyusong Lee Zhaoqi Cheng Yanhan Tang J. N. Hooker 24 4 0 09 Mar 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Min Zhang OffRL 60 73 0 01 Jan 2021
OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts Yuxian Meng Shuhe Wang Qinghong Han Xiaofei Sun Fei Wu Rui Yan Jiwei Li 32 28 0 30 Dec 2020
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2 Yunyi Yang Yunhao Li Xiaojun Quan 35 189 0 07 Dec 2020
DLGNet-Task: An End-to-end Neural Network Framework for Modeling Multi-turn Multi-domain Task-Oriented Dialogue O. Olabiyi P. Bhattarai C. Bayan Bruss Zachary Kulis 21 2 0 04 Oct 2020
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning Yichi Zhang Zhijian Ou Huixin Wang Junlan Feng RALM 29 67 0 17 Sep 2020
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data Michael Cogswell Jiasen Lu Rishabh Jain Stefan Lee Devi Parikh Dhruv Batra VLM EgoV 39 15 0 24 Jul 2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations Sam Coope Tyler Farghly D. Gerz Ivan Vulić Matthew Henderson 27 62 0 18 May 2020
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden Jianfeng Gao 33 125 0 11 May 2020
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation Xinting Huang Jianzhong Qi Yu Sun Rui Zhang OffRL 69 18 0 09 May 2020
A Survey on Dialog Management: Recent Advances and Challenges Yinpei Dai Huihua Yu Yixuan Jiang Chengguang Tang Yongbin Li Jian Sun OffRL VLM 32 20 0 05 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 31 526 0 02 May 2020
Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang Junfeng Tian Rui Wang Xiaojun Quan Jianxing Yu 8 58 0 26 Apr 2020
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition Ryuichi Takanobu Runze Liang Minlie Huang LLMAG 19 54 0 08 Apr 2020
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems Qi Zhu Zheng Zhang Yan Fang Xiang Li Ryuichi Takanobu Jinchao Li Baolin Peng Jianfeng Gao Xiaoyan Zhu Minlie Huang 21 105 0 12 Feb 2020
MALA: Cross-Domain Dialogue Generation with Action Learning Xinting Huang Jianzhong Qi Yu Sun Rui Zhang LRM 28 18 0 18 Dec 2019
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context Yichi Zhang Zhijian Ou Zhou Yu 27 182 0 24 Nov 2019
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 23 196 0 09 Nov 2019
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models Qingyang Wu Yichi Zhang Yu Li Zhou Yu VLM 22 63 0 09 Oct 2019
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems Paweł Budzianowski Ivan Vulić 34 308 0 12 Jul 2019
Target-Guided Open-Domain Conversation Jianheng Tang Tiancheng Zhao Chenyan Xiong Xiaodan Liang Eric Xing Zhiting Hu 22 133 0 28 May 2019
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 220 1,328 0 05 Jun 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 220 7,930 0 17 Aug 2015