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2002.12328
Cited By
Few-shot Natural Language Generation for Task-Oriented Dialog
Findings (Findings), 2020
27 February 2020
Baolin Peng
Chenguang Zhu
Chunyuan Li
Xiujun Li
Jinchao Li
Michael Zeng
Jianfeng Gao
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Papers citing
"Few-shot Natural Language Generation for Task-Oriented Dialog"
50 / 106 papers shown
Building a Few-Shot Cross-Domain Multilingual NLU Model for Customer Care
European Conference on Artificial Intelligence (ECAI), 2025
Saurabh Kumar
Sourav Bansal
Neeraj Agrawal
Priyanka Bhatt
188
0
0
04 Jun 2025
Chain-of-Thought Training for Open E2E Spoken Dialogue Systems
Siddhant Arora
Jinchuan Tian
Hayato Futami
Jee-weon Jung
Jiatong Shi
Yosuke Kashiwagi
E. Tsunoo
Shinji Watanabe
LRM
167
5
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31 May 2025
Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Hongru Wang
Wenyu Huang
Yufei Wang
Yuanhao Xi
Jianqiao Lu
Huan Zhang
Nan Hu
Zeming Liu
Jeff Z. Pan
Kam-Fai Wong
LLMAG
401
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19 May 2025
ESPnet-SDS: Unified Toolkit and Demo for Spoken Dialogue Systems
Siddhant Arora
Yifan Peng
Jiatong Shi
Jinchuan Tian
William Chen
...
Yosuke Kashiwagi
E. Tsunoo
Shuichiro Shimizu
Vaibhav Srivastav
Shinji Watanabe
270
8
0
11 Mar 2025
Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation
SIGDIAL Conferences (SIGDIAL), 2024
Shutong Feng
Hsien-chin Lin
Christian Geishauser
Nurul Lubis
Carel van Niekerk
Michael Heck
Benjamin Ruppik
Renato Vukovic
Milica Gašić
298
7
0
05 Aug 2024
Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations
Ritam Dutt
Zhen Wu
Kelly Shi
Divyanshu Sheth
Prakhar Gupta
Carolyn Rose
334
4
0
27 Jun 2024
DGRC: An Effective Fine-tuning Framework for Distractor Generation in Chinese Multi-choice Reading Comprehension
Runfeng Lin
Dacheng Xu
Huijiang Wang
Zebiao Chen
Yating Wang
Shouqiang Liu
290
0
0
29 May 2024
Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization
Zihan Wang
Jiayu Xiao
Mengxian Li
Zhongjiang He
Yongxiang Li
Chao Wang
Shuangyong Song
219
4
0
16 Mar 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
Zihao Yi
Jiarui Ouyang
Yuwen Liu
Yuwen Liu
Tianhao Liao
Haohao Luo
Ying Shen
LRM
LLMAG
540
180
0
28 Feb 2024
Compositional Generalization for Data-to-Text Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Xinnuo Xu
Ivan Titov
Mirella Lapata
283
3
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05 Dec 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems: Data, Task and Models
Hongru Wang
Lingzhi Wang
Yiming Du
Liang Chen
Jing Zhou
Yufei Wang
Kam-Fai Wong
LRM
576
23
0
28 Nov 2023
A Graph-to-Text Approach to Knowledge-Grounded Response Generation in Human-Robot Interaction
Nicholas Walker
Stefan Ultes
Pierre Lison
LM&Ro
632
1
0
03 Nov 2023
Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yeongseo Jung
Eunseo Jung
Lei Chen
315
9
0
27 Oct 2023
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jianqiao Lu
Wenyong Huang
Nianzu Zheng
Xingshan Zeng
Y. Yeung
Xiao Chen
SyDa
320
1
0
09 Oct 2023
A Task-oriented Dialog Model with Task-progressive and Policy-aware Pre-training
Natural Language Processing and Chinese Computing (NLPCC), 2023
Lucen Zhong
Hengtong Lu
Caixia Yuan
Fangkun Zhao
Jiashen Sun
Ke Zeng
Guanglu Wan
VLM
220
1
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01 Oct 2023
Dialog Action-Aware Transformer for Dialog Policy Learning
SIGDIAL Conferences (SIGDIAL), 2023
Huimin Wang
Wai-Chung Kwan
Kam-Fai Wong
OffRL
189
1
0
05 Sep 2023
Controllable Generation of Dialogue Acts for Dialogue Systems via Few-Shot Response Generation and Ranking
SIGDIAL Conferences (SIGDIAL), 2023
Angela Ramirez
Karik Agarwal
Juraj Juraska
Utkarsh Garg
M. Walker
289
9
0
26 Jul 2023
PromptAttack: Probing Dialogue State Trackers with Adversarial Prompts
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Xiangjue Dong
Yun He
Ziwei Zhu
James Caverlee
AAML
223
7
0
07 Jun 2023
Healing Unsafe Dialogue Responses with Weak Supervision Signals
Zi Liang
Pinghui Wang
Ruofei Zhang
Shuo Zhang
Xiaofan Ye Yi Huang
Junlan Feng
189
1
0
25 May 2023
Exploiting Simulated User Feedback for Conversational Search: Ranking, Rewriting, and Beyond
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Paul Owoicho
Ivan Sekulić
Mohammad Aliannejadi
Jeffrey Stephen Dalton
Fabio Crestani
481
45
0
26 Apr 2023
OLISIA: a Cascade System for Spoken Dialogue State Tracking
Léo Jacqmin
Lucas Druart
Yannick Esteve
Benoit Favre
L. Rojas-Barahona
Valentin Vielzeuf
376
6
0
20 Apr 2023
Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema
The Florida AI Research Society (FLAIRS), 2023
A. Mosharrof
M. H. Maqbool
A.B. Siddique
VLM
192
8
0
28 Mar 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need?
Chaoning Zhang
Chenshuang Zhang
Sheng Zheng
Yu Qiao
Chenghao Li
...
Lik-Hang Lee
Yang Yang
Heng Tao Shen
In So Kweon
Choong Seon Hong
387
208
0
21 Mar 2023
Who's in Charge? Roles and Responsibilities of Decision-Making Components in Conversational Robots
Pierre Lison
C. Kennington
247
3
0
15 Mar 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qi Zhu
Christian Geishauser
Hsien-Chin Lin
Carel van Niekerk
Baolin Peng
...
Dazhen Wan
Xiaochen Zhu
Jianfeng Gao
Milica Gavsić
Shiyu Huang
331
34
0
30 Nov 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems
International Conference on Language Resources and Evaluation (LREC), 2022
Songbo Hu
Ivan Vulić
Fangyu Liu
Anna Korhonen
351
0
0
07 Nov 2022
Generative Transformers for Design Concept Generation
Journal of Computing and Information Science in Engineering (JCISE), 2022
Qihao Zhu
Jianxi Luo
AI4CE
258
71
0
07 Nov 2022
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems
Weihao Zeng
Keqing He
Zechen Wang
Dayuan Fu
Guanting Dong
...
Pei Wang
Jingang Wang
Chaobo Sun
Wei Wu
Weiran Xu
234
20
0
17 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Dieuwke Hupkes
Mario Giulianelli
Verna Dankers
Mikel Artetxe
Yanai Elazar
...
Leila Khalatbari
Maria Ryskina
Rita Frieske
Robert Bamler
Zhijing Jin
719
140
0
06 Oct 2022
ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation
Ye Liu
Wolfgang Maier
Wolfgang Minker
Stefan Ultes
372
2
0
29 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation
International Conference on Computational Linguistics (COLING), 2022
DaeJin Jo
Taehwan Kwon
Eun-Sol Kim
Sungwoong Kim
235
1
0
17 Sep 2022
Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning
International Conference on Computational Linguistics (COLING), 2022
Atsumoto Ohashi
Ryuichiro Higashinaka
OffRL
187
7
0
16 Sep 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Wanwei He
Yinpei Dai
Min Yang
Jian Sun
Fei Huang
Luo Si
Yongbin Li
207
68
0
14 Sep 2022
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue
Transactions of the Association for Computational Linguistics (TACL), 2022
Zhi Chen
Yuncong Liu
Lu Chen
Su Zhu
Mengyue Wu
Kai Yu
247
14
0
10 Sep 2022
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers
SIGDIAL Conferences (SIGDIAL), 2022
Hsien-Chin Lin
Christian Geishauser
Shutong Feng
Nurul Lubis
Carel van Niekerk
Michael Heck
Milica Gavsić
182
31
0
23 Aug 2022
Knowledge-Grounded Conversational Data Augmentation with Generative Conversational Networks
SIGDIAL Conferences (SIGDIAL), 2022
Yen-Ting Lin
Alexandros Papangelis
Seokhwan Kim
Dilek Z. Hakkani-Tür
185
9
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22 Jul 2022
A Mixture-of-Expert Approach to RL-based Dialogue Management
International Conference on Learning Representations (ICLR), 2022
Yinlam Chow
Azamat Tulepbergenov
Ofir Nachum
Moonkyung Ryu
Mohammad Ghavamzadeh
Craig Boutilier
MoE
314
20
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31 May 2022
Learning Dialogue Representations from Consecutive Utterances
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Zhihan Zhou
Dejiao Zhang
Wei Xiao
Nicholas Dingwall
Xiaofei Ma
Andrew O. Arnold
Bing Xiang
SSL
420
29
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26 May 2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
Neural Information Processing Systems (NeurIPS), 2022
Zhenhailong Wang
Pengfei Yu
Ruochen Xu
Luowei Zhou
Jie Lei
...
Chenguang Zhu
Derek Hoiem
Shih-Fu Chang
Joey Tianyi Zhou
Heng Ji
MLLM
VLM
617
167
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22 May 2022
Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Wanyu Du
Hanjie Chen
Yangfeng Ji
221
1
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19 May 2022
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Haode Zhang
Haowen Liang
Yuwei Zhang
Li-Ming Zhan
Xiao-Ming Wu
Xiaolei Lu
Albert Y. S. Lam
352
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15 May 2022
Evaluating Mixed-initiative Conversational Search Systems via User Simulation
Web Search and Data Mining (WSDM), 2022
Ivan Sekulić
Mohammad Aliannejadi
Fabio Crestani
216
66
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17 Apr 2022
Dynamic Dialogue Policy for Continual Reinforcement Learning
International Conference on Computational Linguistics (COLING), 2022
Christian Geishauser
Carel van Niekerk
Nurul Lubis
Michael Heck
Hsien-chin Lin
Shutong Feng
Milica Gavsić
CLL
OffRL
209
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12 Apr 2022
MISC: A MIxed Strategy-Aware Model Integrating COMET for Emotional Support Conversation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Quan Tu
Yanran Li
Jianwei Cui
Bin Wang
Jiaxin Wen
Rui Yan
360
135
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25 Mar 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Wenting Zhao
Ye Liu
Yao Wan
Philip S. Yu
299
13
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01 Mar 2022
ProtoSound: A Personalized and Scalable Sound Recognition System for Deaf and Hard-of-Hearing Users
International Conference on Human Factors in Computing Systems (CHI), 2022
D. Jain
Khoa Nguyen
Steven M. Goodman
Rachel Grossman-Kahn
Hung Ngo
Aditya Kusupati
Ruofei Du
A. Olwal
Leah Findlater
Jon E. Froehlich
174
42
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22 Feb 2022
Unified Question Generation with Continual Lifelong Learning
The Web Conference (WWW), 2022
Wei Yuan
Hongzhi Yin
Tieke He
Tong Chen
Qiufeng Wang
Li-zhen Cui
301
12
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24 Jan 2022
Description-Driven Task-Oriented Dialog Modeling
Jeffrey Zhao
Raghav Gupta
Yuan Cao
Dian Yu
Mingqiu Wang
Harrison Lee
Abhinav Rastogi
Izhak Shafran
Yonghui Wu
320
71
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21 Jan 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models
ACM Computing Surveys (ACM CSUR), 2022
Hanqing Zhang
Haolin Song
Shaoyu Li
Ming Zhou
Dawei Song
704
324
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14 Jan 2022
Pretrained Language Models for Text Generation: A Survey
ACM Computing Surveys (ACM CSUR), 2022
Junyi Li
Tianyi Tang
Wayne Xin Zhao
J. Nie
Ji-Rong Wen
AI4CE
660
288
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14 Jan 2022
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