SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching

11 May 2020

Papers citing "SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching"

22 / 22 papers shown

Title
Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs A. Komma Nagesh Panyam Chandrasekarasastry Timothy Leffel Anuj Kumar Goyal A. Metallinou Spyros Matsoukas Aram Galstyan 25 3 0 06 Jun 2023
Strategize Before Teaching: A Conversational Tutoring System with Pedagogy Self-Distillation Lingzhi Wang Mrinmaya Sachan Xingshan Zeng Kam-Fai Wong 19 11 0 27 Feb 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
Navigating Connected Memories with a Task-oriented Dialog System Seungwhan Moon Satwik Kottur A. Geramifard Babak Damavandi 30 2 0 15 Nov 2022
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios Ngoc Dang Nguyen Lan Du Wray L. Buntine Changyou Chen Richard Beare 10 7 0 11 Nov 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 21 1 0 15 Sep 2022
KETOD: Knowledge-Enriched Task-Oriented Dialogue Zhiyu Zoey Chen Bing-Quan Liu Seungwhan Moon Chinnadhurai Sankar Paul A. Crook William Yang Wang 17 19 0 11 May 2022
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation Yu Li Baolin Peng Yelong Shen Yi Mao Lars Liden Zhou Yu Jianfeng Gao 14 53 0 15 Dec 2021
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes 16 4 0 28 Nov 2021
UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues Xinyan Zhao Bin He Yasheng Wang Yitong Li Fei Mi Yajiao Liu Xin Jiang Qun Liu Huanhuan Chen 25 20 0 15 Oct 2021
Improving Dialogue State Tracking by Joint Slot Modeling Ting-Rui Chiang Yi-Ting Yeh 15 2 0 29 Sep 2021
Reinforced Natural Language Interfaces via Entropy Decomposition Xiaoran Wu Yipeng Kang LLMAG 22 0 0 23 Sep 2021
Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger Jiang Wu 13 0 0 15 Sep 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
Doc2Dict: Information Extraction as Text Generation Benjamin Townsend Eamon Ito-Fisher Lily Zhang Madison May 28 7 0 16 May 2021
A Student-Teacher Architecture for Dialog Domain Adaptation under the Meta-Learning Setting Kun Qian Wei Wei Zhou Yu 8 8 0 06 Apr 2021
Adding Chit-Chat to Enhance Task-Oriented Dialogues Kai Sun Seungwhan Moon Paul A. Crook Stephen Roller Becka Silvert Bing-Quan Liu Zhiguang Wang Honglei Liu Eunjoon Cho Claire Cardie 62 66 0 24 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. B. Bruss Zachary Kulis 21 2 0 04 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 29 59 0 28 Sep 2020
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning Yichi Zhang Zhijian Ou Huixin Wang Junlan Feng RALM 6 67 0 17 Sep 2020
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems Andrea Madotto Zihan Liu Zhaojiang Lin Pascale Fung 38 57 0 14 Aug 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 17 523 0 02 May 2020