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1711.10712
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End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning
29 November 2017
Bing-Quan Liu
Gokhan Tur
Dilek Z. Hakkani-Tür
Pararth Shah
Larry Heck
OffRL
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Papers citing
"End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning"
36 / 36 papers shown
Spoken Conversational Agents with Large Language Models
Chao-Han Huck Yang
A. Stolcke
Larry Heck
AuLLM
482
1
0
02 Dec 2025
Reinforcement Learning via Auxiliary Task Distillation
Abhinav Harish
Larry Heck
Josiah P. Hanna
Z. Kira
Andrew Szot
248
0
0
24 Jun 2024
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Libo Qin
Wenbo Pan
Qiguang Chen
Lizi Liao
Zhou Yu
Yue Zhang
Wanxiang Che
Min Li
217
30
0
15 Nov 2023
SYNDICOM: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback
SIGDIAL Conferences (SIGDIAL), 2023
Christopher Richardson
Anirudh S. Sundar
Larry Heck
LRM
270
7
0
18 Sep 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems
Natural Language Processing (NLP), 2023
Shivani Kumar
S. Bhatia
Milan Aggarwal
Tanmoy Chakraborty
299
1
0
14 Jul 2023
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Guangsen Wang
Samson Tan
Shafiq Joty
Ganglu Wu
Jimmy Au
Steven C. H. Hoi
258
3
0
22 Nov 2022
End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics
Eda Okur
Saurav Sahay
Roddy Fuentes Alba
L. Nachman
177
8
0
07 Nov 2022
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning
SIGDIAL Conferences (SIGDIAL), 2022
Atsumoto Ohashi
Ryuichiro Higashinaka
OffRL
170
7
0
25 Jul 2022
Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings
Jorge Armando Mendez Mendez
Alborz Geramifard
Mohammad Ghavamzadeh
Bing-Quan Liu
OffRL
138
6
0
01 Jul 2022
NLU for Game-based Learning in Real: Initial Evaluations
Eda Okur
Saurav Sahay
L. Nachman
LLMAG
146
2
0
27 May 2022
Multimodal Conversational AI: A Survey of Datasets and Approaches
Anirudh S. Sundar
Larry Heck
166
33
0
13 May 2022
KETOD: Knowledge-Enriched Task-Oriented Dialogue
Zhiyu Zoey Chen
Bing-Quan Liu
Seungwhan Moon
Chinnadhurai Sankar
Paul A. Crook
William Yang Wang
170
20
0
11 May 2022
Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue System
International Conference on Language Resources and Evaluation (LREC), 2022
Eda Okur
Saurav Sahay
L. Nachman
144
28
0
09 May 2022
Conversational Agents: Theory and Applications
M. Wahde
M. Virgolin
LLMAG
199
32
0
07 Feb 2022
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation
AAAI Conference on Artificial Intelligence (AAAI), 2021
Junying Chen
Dongfang Li
Qingcai Chen
Wenxiu Zhou
Xin Liu
MedIm
167
32
0
20 Dec 2021
Building Goal-Oriented Dialogue Systems with Situated Visual Context
AAAI Conference on Artificial Intelligence (AAAI), 2021
Sanchit Agarwal
Jan Jezabek
Arijit Biswas
Emre Barut
Shuyang Gao
Tagyoung Chung
168
1
0
22 Nov 2021
Transferable Dialogue Systems and User Simulators
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Bo-Hsiang Tseng
Yinpei Dai
Florian Kreyssig
Bill Byrne
225
61
0
25 Jul 2021
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Anish Acharya
Suranjit Adhikari
Sanchit Agarwal
Vincent Auvray
Nehal Belgamwar
...
Vittorio Perera
Abhishek Sethi
Minmin Shen
N. Strom
Eddie Wang
161
24
0
19 Apr 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications
Artificial Intelligence Review (AIR), 2021
S. Latif
Heriberto Cuayáhuitl
Farrukh Pervez
Fahad Shamshad
Hafiz Shehbaz Ali
Xiaoshi Zhong
OffRL
337
88
0
01 Jan 2021
mForms : Multimodal Form-Filling with Question Answering
International Conference on Language Resources and Evaluation (LREC), 2020
Larry Heck
S. Heck
Anirudh S. Sundar
352
7
0
24 Nov 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems
Andrea Madotto
Samuel Cahyawijaya
Genta Indra Winata
Yan Xu
Zihan Liu
Mohammad Kachuee
Pascale Fung
296
66
0
28 Sep 2020
Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI
Katya Kudashkina
P. Pilarski
R. Sutton
KELM
223
6
0
27 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation
Cristina Garbacea
Qiaozhu Mei
354
29
0
31 Jul 2020
RMM: A Recursive Mental Model for Dialog Navigation
Findings (Findings), 2020
Homero Roman Roman
Yonatan Bisk
Jesse Thomason
Asli Celikyilmaz
Jianfeng Gao
LM&Ro
LLMAG
219
50
0
02 May 2020
Modeling Intent, Dialog Policies and Response Adaptation for Goal-Oriented Interactions
Saurav Sahay
Shachi H. Kumar
Eda Okur
Haroon Syed
L. Nachman
116
13
0
20 Dec 2019
Learning to Prove Theorems via Interacting with Proof Assistants
International Conference on Machine Learning (ICML), 2019
Kaiyu Yang
Gaowen Liu
AIMat
LRM
348
167
0
21 May 2019
Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems
Rahul Goel
Shachi Paul
Tagyoung Chung
Jérémie Lecomte
Arindam Mandal
Dilek Z. Hakkani-Tür
98
15
0
30 Nov 2018
Chat More If You Like: Dynamic Cue Words Planning to Flow Longer Conversations
Lili Yao
Ruijian Xu
Chong Li
Dongyan Zhao
Rui Yan
101
9
0
19 Nov 2018
User Modeling for Task Oriented Dialogues
Izzeddin Gur
Dilek Z. Hakkani-Tür
Gokhan Tur
Pararth Shah
230
66
0
11 Nov 2018
Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning
Tom Zahavy
Matan Haroush
Nadav Merlis
D. Mankowitz
Shie Mannor
254
204
0
06 Sep 2018
An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking
Puyang Xu
Qi Hu
151
127
0
03 May 2018
Exploring Conversational Language Generation for Rich Content about Hotels
M. Walker
Albry Smither
Shereen Oraby
Vrindavan Harrison
Hadar Shemtov
112
4
0
01 May 2018
Subgoal Discovery for Hierarchical Dialogue Policy Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018
Da Tang
Xiujun Li
Jianfeng Gao
Chong-Jun Wang
Lihong Li
Tony Jebara
177
50
0
20 Apr 2018
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
Bing-Quan Liu
Gokhan Tur
Dilek Z. Hakkani-Tür
Pararth Shah
Larry Heck
OffRL
189
171
0
18 Apr 2018
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning
Baolin Peng
Xiujun Li
Jianfeng Gao
Jingjing Liu
Kam-Fai Wong
Shang-Yu Su
OffRL
164
153
0
18 Jan 2018
Building a Conversational Agent Overnight with Dialogue Self-Play
Pararth Shah
Dilek Z. Hakkani-Tür
Gokhan Tur
Abhinav Rastogi
Ankur Bapna
Neha Nayak Kennard
Larry Heck
218
205
0
15 Jan 2018
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