MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

25 September 2020

Andrea Madotto

Papers citing "MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems"

33 / 33 papers shown

Title
RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models Fujun Zhang Xiangdong Su 34 0 0 13 May 2025
LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems Nalin Kumar Ondrej Dusek 26 0 0 15 Nov 2023
Lexical Entrainment for Conversational Systems Zhengxiang Shi Procheta Sen Aldo Lipani 36 1 0 14 Oct 2023
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems Willy Chung Samuel Cahyawijaya Bryan Wilie Holy Lovenia Pascale Fung 21 5 0 13 Oct 2023
Curricular Transfer Learning for Sentence Encoded Tasks Jader Martins Camboim de Sá Matheus Ferraroni Sanches R. R. Souza Júlio Cesar dos Reis Leandro A. Villas 21 0 0 03 Aug 2023
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems Songbo Hu Han Zhou Mete Hergul Milan Gritta Guchun Zhang Ignacio Iacobacci Ivan Vulić Anna Korhonen 36 10 0 26 Jul 2023
Are LLMs All You Need for Task-Oriented Dialogue? Vojtvech Hudevcek Ondrej Dusek 26 56 0 13 Apr 2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation M. Moradshahi Sina J. Semnani M. Lam 30 7 0 18 Feb 2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning Mingyu Derek Ma Jiun-Yu Kao Shuyang Gao Arpit Gupta Di Jin Tagyoung Chung Nanyun Peng 26 7 0 26 Jan 2023
Mitigating Negative Style Transfer in Hybrid Dialogue System Shimin Li Qinyuan Cheng Linyang Li Xipeng Qiu 33 1 0 14 Dec 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 39 0 0 07 Nov 2022
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users? Zhiqiang Hu Roy Ka-Wei Lee Nancy F. Chen 32 4 0 24 Oct 2022
Q-TOD: A Query-driven Task-oriented Dialogue System Xin Tian Yingzhan Lin Mengfei Song Siqi Bao Fan Wang H. He Shuqi Sun Hua Wu 26 19 0 14 Oct 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 42 1 0 15 Sep 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 41 27 0 29 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 44 47 0 25 May 2022
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 15 30 0 05 May 2022
ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language Phi Nguyen Van Tung Cao Hoang Dũng Nguyễn Mạnh Q. Minh Long Tran Quoc 17 2 0 15 Mar 2022
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking Jamin Shin Hangyeol Yu Hyeongdon Moon Andrea Madotto Juneyoung Park 30 29 0 03 Mar 2022
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems Bosheng Ding Junjie Hu Lidong Bing Sharifah Aljunied Mahani Chenyu You Luo Si Chunyan Miao 45 41 0 14 Oct 2021
Teaching Models new APIs: Domain-Agnostic Simulators for Task Oriented Dialogue Moya Chen Paul A. Crook Stephen Roller ALM 48 7 0 13 Oct 2021
Improving Dialogue State Tracking by Joint Slot Modeling Ting-Rui Chiang Yi-Ting Yeh 25 2 0 29 Sep 2021
Language Models are Few-shot Multilingual Learners Genta Indra Winata Andrea Madotto Zhaojiang Lin Rosanne Liu J. Yosinski Pascale Fung ELM LRM 36 132 0 16 Sep 2021
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation Yunfan Shao Zhichao Geng Yitao Liu Junqi Dai Hang Yan Fei Yang Li Zhe Hujun Bao Xipeng Qiu MedIm 70 147 0 13 Sep 2021
Transferable Dialogue Systems and User Simulators Bo-Hsiang Tseng Yinpei Dai Florian Kreyssig Bill Byrne 19 53 0 25 Jul 2021
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling Zhaojiang Lin Andrea Madotto Genta Indra Winata Peng Xu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 27 61 0 05 Jun 2021
Doc2Dict: Information Extraction as Text Generation Benjamin Townsend Eamon Ito-Fisher Lily Zhang Madison May 28 7 0 16 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 54 268 0 10 May 2021
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 51 63 0 22 Jan 2021
Probing Task-Oriented Dialogue Representation from Language Models Chien-Sheng Wu Caiming Xiong 21 20 0 26 Oct 2020
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers Shiyang Li Semih Yavuz Kazuma Hashimoto Jia Li Tong Niu Nazneen Rajani Xifeng Yan Yingbo Zhou Caiming Xiong 44 62 0 24 Oct 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems Andrea Madotto Samuel Cahyawijaya Genta Indra Winata Yan Xu Zihan Liu Zhaojiang Lin Pascale Fung 36 59 0 28 Sep 2020
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 6,984 0 20 Apr 2018