Pretraining Methods for Dialog Context Representation Learning

Pretraining Methods for Dialog Context Representation Learning

2 June 2019

E. Razumovskaia

Papers citing "Pretraining Methods for Dialog Context Representation Learning"

18 / 18 papers shown

Title
Pre-training Multi-party Dialogue Models with Latent Discourse Inference Yiyang Li Xinting Huang Wei Bi Hai Zhao 25 5 0 24 May 2023
Matching-based Term Semantics Pre-training for Spoken Patient Query Understanding Zefa Hu Xiuyi Chen Hao Wu Minglun Han Ziyi Ni Jing Shi Shuang Xu Bo Xu 48 4 0 02 Mar 2023
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 32 0 0 07 Nov 2022
SUMBot: Summarizing Context in Open-Domain Dialogue Systems Rui Ribeiro Luísa Coheur 19 0 0 12 Oct 2022
On Task-Adaptive Pretraining for Dialogue Response Selection Tzu-Hsiang Lin Ta-Chung Chi Anna Rumshisky 11 1 0 08 Oct 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 17 60 0 14 Sep 2022
Learning Locality and Isotropy in Dialogue Modeling Han Wu Hao Hao Tan Mingjie Zhan Gangming Zhao Shaoqing Lu Ding Liang Linqi Song 31 2 0 29 May 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 36 47 0 25 May 2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog Chia-Chien Hung Anne Lauscher Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 23 34 0 20 May 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling Lahari Poddar Peiyao Wang J. Reinspach 11 5 0 15 Apr 2022
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 54 267 0 10 May 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 16 4 0 09 Mar 2021
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Shikib Mehri Mihail Eric Dilek Z. Hakkani-Tür ELM 10 136 0 28 Sep 2020
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues Ruijian Xu Chongyang Tao Daxin Jiang Xueliang Zhao Dongyan Zhao Rui Yan 24 70 0 14 Sep 2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations Sam Coope Tyler Farghly D. Gerz Ivan Vulić Matthew Henderson 19 62 0 18 May 2020
Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models Tianxing He Jun Liu Kyunghyun Cho Myle Ott Bing-Quan Liu James R. Glass Fuchun Peng CLL 19 9 0 16 Oct 2019
Dialogue Transformers Vladimir Vlasov Johannes E. M. Mosig Alan Nichol 16 56 0 01 Oct 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,950 0 20 Apr 2018