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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Title
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavaš Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 36 32 0 17 Apr 2021
A Student-Teacher Architecture for Dialog Domain Adaptation under the Meta-Learning Setting Kun Qian Wei Wei Zhou Yu 21 8 0 06 Apr 2021
Pretraining the Noisy Channel Model for Task-Oriented Dialogue Qi Liu Lei Yu Laura Rimell Phil Blunsom 47 26 0 18 Mar 2021
VisualGPT: Data-efficient Adaptation of Pretrained Language Models for Image Captioning Jun Chen Han Guo Kai Yi Boyang Albert Li Mohamed Elhoseiny VLM 31 219 0 20 Feb 2021
Speech-language Pre-training for End-to-end Spoken Language Understanding Yao Qian Ximo Bian Yu Shi Naoyuki Kanda Leo Shen Zhen Xiao Michael Zeng AuLLM 32 46 0 11 Feb 2021
AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models Jonávs Kulhánek Vojtvech Hudevcek Tomávs Nekvinda Ondrej Dusek 27 44 0 09 Feb 2021
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog David Thulke Nico Daheim Christian Dugast Hermann Ney RALM 36 49 0 09 Feb 2021
Neural Data-to-Text Generation with LM-based Text Augmentation Ernie Chang Xiaoyu Shen D. Zhu Vera Demberg Hui Su 30 46 0 06 Feb 2021
Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling Ernie Chang Vera Demberg Alex Marin NoLa 16 25 0 06 Feb 2021
TicketTalk: Toward human-level performance with end-to-end, transaction-based dialog systems Bill Byrne Karthikeyan K Saravanan Ganesh Mihir Kale 20 24 0 23 Dec 2020
Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics Wlodek Zadrozny AI4CE 24 1 0 09 Dec 2020
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2 Yunyi Yang Yunhao Li Xiaojun Quan 32 189 0 07 Dec 2020
Data-Efficient Methods for Dialogue Systems Igor Shalyminov 14 0 0 05 Dec 2020
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues Qi Jia Hongru Huang Kenny Q. Zhu 16 21 0 04 Dec 2020
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances X. Gu Kang Min Yoo Jung-Woo Ha 31 73 0 03 Dec 2020
Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach Ahmadreza Mosallanezhad Kai Shu Huan Liu 14 10 0 30 Oct 2020
Probing Task-Oriented Dialogue Representation from Language Models Chien-Sheng Wu Caiming Xiong 21 20 0 26 Oct 2020
Hierarchical Transformer for Task Oriented Dialog Systems Bishal Santra P. Anusha Pawan Goyal 27 27 0 24 Oct 2020
Neural Language Modeling for Contextualized Temporal Graph Generation Aman Madaan Yiming Yang 48 20 0 20 Oct 2020
Pretrained Language Models for Dialogue Generation with Multiple Input Sources Yu Cao Wei Bi Meng Fang Dacheng Tao 24 29 0 15 Oct 2020
Modeling Protagonist Emotions for Emotion-Aware Storytelling Faeze Brahman Snigdha Chaturvedi 24 49 0 14 Oct 2020
PyMT5: multi-mode translation of natural language and Python code with transformers Colin B. Clement Dawn Drain Jonathan Timcheck Alexey Svyatkovskiy Neel Sundaresan 27 154 0 07 Oct 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
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems Zhaojiang Lin Andrea Madotto Genta Indra Winata Pascale Fung 40 172 0 25 Sep 2020
SUMBT+LaRL: Effective Multi-domain End-to-end Neural Task-oriented Dialog System Hwaran Lee Seokhwan Jo Hyungjun Kim Sangkeun Jung Tae-Yoon Kim OffRL 17 6 0 22 Sep 2020
Robust Conversational AI with Grounded Text Generation Jianfeng Gao Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden H. Shum 22 21 0 07 Sep 2020
End to End Dialogue Transformer Ondrej Mekota Memduh Gökirmak Petr Laitoch 13 1 0 24 Aug 2020
Controlling Dialogue Generation with Semantic Exemplars Prakhar Gupta Jeffrey P. Bigham Yulia Tsvetkov Amy Pavel 30 39 0 20 Aug 2020
Towards meaningful, grounded conversations with intelligent agents Alexandros Papangelis Stefan Ultes AI4CE 6 1 0 29 Jun 2020
Video-Grounded Dialogues with Pretrained Generation Language Models Hung Le Guosheng Lin 34 28 0 27 Jun 2020
Artificial Intelligence versus Maya Angelou: Experimental evidence that people cannot differentiate AI-generated from human-written poetry N. Köbis Luca Mossink 16 1 0 20 May 2020
Schema-Guided Natural Language Generation Yuheng Du Shereen Oraby Vittorio Perera Minmin Shen Anjali Narayan-Chen Tagyoung Chung Anu Venkatesh Dilek Z. Hakkani-Tür 26 12 0 11 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
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
Template Guided Text Generation for Task-Oriented Dialogue Mihir Kale Abhinav Rastogi 19 12 0 30 Apr 2020
Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation Giuseppe Russo Nora Hollenstein C. Musat Ce Zhang BDL 33 24 0 30 Apr 2020
A Tailored Pre-Training Model for Task-Oriented Dialog Generation Jing Gu Qingyang Wu Chongruo Wu Weiyan Shi Zhou Yu 25 17 0 24 Apr 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 28 320 0 15 Apr 2020
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning Zhaojiang Lin Andrea Madotto Pascale Fung 36 155 0 08 Apr 2020
Sparse Text Generation Pedro Henrique Martins Zita Marinho André F. T. Martins MoE 22 38 0 06 Apr 2020
Machine Translation Pre-training for Data-to-Text Generation -- A Case Study in Czech Mihir Kale Scott Roy 14 14 0 05 Apr 2020
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 29 174 0 17 Mar 2020
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation Igor Shalyminov Alessandro Sordoni Adam Atkinson Hannes Schulz VLM 22 13 0 03 Mar 2020
Style Example-Guided Text Generation using Generative Adversarial Transformers Kuo-Hao Zeng M. Shoeybi Ming-Yu Liu GAN 23 18 0 02 Mar 2020
Reducing Non-Normative Text Generation from Language Models Xiangyu Peng Siyan Li Spencer Frazier Mark O. Riedl 14 8 0 23 Jan 2020
Discoverability in Satellite Imagery: A Good Sentence is Worth a Thousand Pictures David Noever Wes Regian Matthew Ciolino Josh Kalin Dom Hambrick Kaye Blankenship 27 8 0 03 Jan 2020
Solving Arithmetic Word Problems Automatically Using Transformer and Unambiguous Representations Kaden Griffith Jugal Kalita 16 16 0 02 Dec 2019
Semi-supervised Bootstrapping of Dialogue State Trackers for Task Oriented Modelling Bo-Hsiang Tseng Marek Rei Paweł Budzianowski Richard Turner Bill Byrne Anna Korhonen 27 5 0 26 Nov 2019
Relevance-Promoting Language Model for Short-Text Conversation Xin Li Piji Li Wei Bi Xiaojiang Liu Wai Lam 24 11 0 26 Nov 2019
End-to-End Trainable Non-Collaborative Dialog System Yu Li Kun Qian Weiyan Shi Zhou Yu 21 45 0 25 Nov 2019