Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems

12 July 2019

Papers citing "Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems"

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ChatGPT is not all you need. A State of the Art Review of large Generative AI models Roberto Gozalo-Brizuela E.C. Garrido-Merchán 27 261 0 11 Jan 2023
Mitigating Human and Computer Opinion Fraud via Contrastive Learning Yuliya Tukmacheva Ivan Oseledets Evgeny Frolov 12 1 0 08 Jan 2023
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access Yue Feng Gerasimos Lampouras Ignacio Iacobacci 19 4 0 10 Dec 2022
A Review of Intelligent Music Generation Systems Lei Wang Ziyi Zhao Han Liu Junwei Pang Yi-qiang Qin Qidi Wu MGen 26 31 0 16 Nov 2022
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey Xu Guo Han Yu LM&MA VLM 36 29 0 06 Nov 2022
Psychology-guided Controllable Story Generation Yuqiang Xie Yue Hu Yunpeng Li Guanqun Bi Luxi Xing Wei Peng 40 3 0 14 Oct 2022
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation Seongmin Hong Seungjae Moon Junsoo Kim Sungjae Lee Minsub Kim Dongsoo Lee Joo-Young Kim 74 77 0 22 Sep 2022
AARGH! End-to-end Retrieval-Generation for Task-Oriented Dialog Tomávs Nekvinda Ondrej Dusek RALM 24 9 0 08 Sep 2022
ELF22: A Context-based Counter Trolling Dataset to Combat Internet Trolls Huije Lee Young Ju Na Hoyun Song Jisu Shin Jong C. Park 28 7 0 30 Jul 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning Prakhar Gupta Cathy Jiao Yi-Ting Yeh Shikib Mehri M. Eskénazi Jeffrey P. Bigham ALM 46 47 0 25 May 2022
Long-term Control for Dialogue Generation: Methods and Evaluation Ramya Ramakrishnan H. Narangodage M. Schilman Kilian Q. Weinberger Ryan T. McDonald 27 8 0 15 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
Evaluating Mixed-initiative Conversational Search Systems via User Simulation Ivan Sekulić Mohammad Aliannejadi Fabio Crestani 6 55 0 17 Apr 2022
Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph Mingchen Li Jonathan Shihao Ji 23 14 0 15 Apr 2022
In-Context Learning for Few-Shot Dialogue State Tracking Yushi Hu Chia-Hsuan Lee Tianbao Xie Tao Yu Noah A. Smith Mari Ostendorf BDL 27 59 0 16 Mar 2022
An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation Shiquan Yang Rui Zhang S. Erfani Jey Han Lau LRM 19 12 0 11 Mar 2022
Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clustering S. Esmaeilzadeh Brian Williams Davood Shamsi Onar Vikingstad 28 2 0 02 Mar 2022
CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences Maliheh Izadi Roberta Gismondi Georgios Gousios 23 100 0 14 Feb 2022
Conversational Agents: Theory and Applications M. Wahde M. Virgolin LLMAG 32 25 0 07 Feb 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia Edoardo Ponti Ivan Vulić Anna Korhonen 39 28 0 31 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 48 64 0 21 Jan 2022
GAP-Gen: Guided Automatic Python Code Generation Junchen Zhao Yurun Song Junlin Wang Ian G. Harris 16 6 0 19 Jan 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 36 128 0 14 Jan 2022
hybrid-Falcon: Hybrid Pattern Malware Detection and Categorization with Network Traffic and Program Code Peng Xu Claudia Eckert Apostolis Zarras 36 4 0 19 Dec 2021
GKS: Graph-based Knowledge Selector for Task-oriented Dialog System Jen-Chieh Yang Jia-yan Wu Su Chang Ya-Chieh Huang 28 1 0 07 Dec 2021
Alice in Passphraseland: Assessing the Memorability of Familiar Vocabularies for System-Assigned Passphrases N. Jagadeesh Miguel Martin 14 4 0 06 Dec 2021
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection Wanwei He Yinpei Dai Yinhe Zheng Yuchuan Wu Zhen Cao ... Min Yang Feiling Huang Luo Si Jian Sun Yongbin Li VLM 34 157 0 29 Nov 2021
Response Generation with Context-Aware Prompt Learning X. Gu Kang Min Yoo Sang-Woo Lee 32 25 0 04 Nov 2021
Hydra: A System for Large Multi-Model Deep Learning Kabir Nagrecha Arun Kumar MoE AI4CE 38 5 0 16 Oct 2021
DS-TOD: Efficient Domain Specialization for Task Oriented Dialog Chia-Chien Hung Anne Lauscher Simone Paolo Ponzetto Goran Glavaš 44 31 0 15 Oct 2021
Jurassic is (almost) All You Need: Few-Shot Meaning-to-Text Generation for Open-Domain Dialogue Lena Reed Cecilia Li Angela Ramirez Liren Wu M. Walker 33 7 0 15 Oct 2021
Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems Po-Nien Kung Chung-Cheng Chang Tse-Hsuan Yang H. Hsu Yu-Jia Liou Yun-Nung Chen 22 6 0 11 Oct 2021
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 150 192 0 29 Sep 2021
Style Control for Schema-Guided Natural Language Generation Alicia Y. Tsai Shereen Oraby Vittorio Perera Jiun-Yu Kao Yuheng Du Anjali Narayan-Chen Tagyoung Chung Dilek Z. Hakkani-Tür 74 12 0 24 Sep 2021
CINS: Comprehensive Instruction for Few-shot Learning in Task-oriented Dialog Systems Fei Mi Yitong Li Yasheng Wang Xin Jiang Qun Liu 30 43 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
Empathetic Dialogue Generation with Pre-trained RoBERTa-GPT2 and External Knowledge Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes AI4CE 31 20 0 07 Sep 2021
ReMeDi: Resources for Multi-domain, Multi-service, Medical Dialogues Guojun Yan Jiahuan Pei Pengjie Ren Zhaochun Ren Xin Xin Huasheng Liang Maarten de Rijke Zhumin Chen 22 20 0 01 Sep 2021
Effective Sequence-to-Sequence Dialogue State Tracking Jeffrey Zhao Mahdis Mahdieh Ye Zhang Yuan Cao Yonghui Wu 28 42 0 31 Aug 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
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems Fei Mi Wanhao Zhou Feng Cai Lingjing Kong Minlie Huang Boi Faltings 27 32 0 28 Aug 2021
A Single Example Can Improve Zero-Shot Data Generation Pavel Burnyshev Valentin Malykh A. Bout Ekaterina Artemova Irina Piontkovskaya 20 3 0 16 Aug 2021
Cascaded Span Extraction and Response Generation for Document-Grounded Dialog Nico Daheim David Thulke Christian Dugast Hermann Ney 29 11 0 14 Jun 2021
Summary Grounded Conversation Generation R. Chulaka Gunasekara Guy Feigenblat Benjamin Sznajder Sachindra Joshi D. Konopnicki 27 8 0 07 Jun 2021
Semantic-Enhanced Explainable Finetuning for Open-Domain Dialogues Yinhe Zheng Yida Wang Pei Ke Zhenyu Yang Minlie Huang 24 4 0 06 Jun 2021
Towards a Universal NLG for Dialogue Systems and Simulators with Future Bridging Philipp Ennen Yen-Ting Lin Ali Girayhan Ozbay F. Insalata Maolin Li Ye Tian Sepehr Jalali Da-shan Shiu 26 2 0 21 May 2021
CoTexT: Multi-task Learning with Code-Text Transformer Long Phan H. Tran Daniel Le Hieu Duy Nguyen J. Anibal Alec Peltekian Yanfang Ye 27 135 0 18 May 2021
NLP is Not enough -- Contextualization of User Input in Chatbots Nathan Dolbir T. Dastidar Kaushik Roy AI4MH 14 15 0 13 May 2021
Extractive and Abstractive Explanations for Fact-Checking and Evaluation of News Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Rada Mihalcea 32 14 0 27 Apr 2021
A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP Munazza Zaib Quan Z. Sheng W. Zhang 24 67 0 22 Apr 2021