Towards Zero-Shot Frame Semantic Parsing for Domain Scaling

Towards Zero-Shot Frame Semantic Parsing for Domain Scaling

7 July 2017

Dilek Z. Hakkani-Tür

Papers citing "Towards Zero-Shot Frame Semantic Parsing for Domain Scaling"

19 / 19 papers shown

Title
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing M. Rubino Nicolas Guenon des Mesnards Uday Shah Nan-Jiang Jiang Weiqiong Sun Konstantine Arkoudas 19 3 0 10 Jun 2022
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems Harrison Lee Raghav Gupta Abhinav Rastogi Yuan Cao Bin Zhang Yonghui Wu 66 33 0 13 Oct 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling Liwen Wang Xuefeng Li Jiachi Liu Keqing He Yuanmeng Yan Weiran Xu VLM 47 24 0 07 Oct 2021
Good-Enough Example Extrapolation Jason W. Wei 19 5 0 12 Sep 2021
MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging Hongru Wang Zezhong Wang Gabriel Pui Cheong Fung Kam-Fai Wong OffRL CLL 24 10 0 26 Aug 2021
Schema-Guided Paradigm for Zero-Shot Dialog Shikib Mehri M. Eskénazi 16 16 0 13 Jun 2021
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
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers Libo Qin Tianbao Xie Wanxiang Che Ting Liu VLM 21 89 0 04 Mar 2021
Language Model is All You Need: Natural Language Understanding as Question Answering Mahdi Namazifar Alexandros Papangelis Gökhan Tür Dilek Z. Hakkani-Tür 19 47 0 05 Nov 2020
Few-shot Learning for Multi-label Intent Detection Yutai Hou Y. Lai Yushan Wu Wanxiang Che Ting Liu VLM 21 48 0 11 Oct 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Xilun Chen Asish Ghoshal Yashar Mehdad Luke Zettlemoyer S. Gupta 22 89 0 07 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 34 59 0 28 Sep 2020
Conversational Semantic Parsing Armen Aghajanyan Jean Maillard Akshat Shrivastava K. Diedrick Mike Haeger ... Yashar Mehdad Ves Stoyanov Anuj Kumar M. Lewis S. Gupta 11 48 0 28 Sep 2020
Report from the NSF Future Directions Workshop, Toward User-Oriented Agents: Research Directions and Challenges M. Eskénazi Tiancheng Zhao LLMAG AI4TS AI4CE 36 9 0 10 Jun 2020
A Survey on Dialog Management: Recent Advances and Challenges Yinpei Dai Huihua Yu Yixuan Jiang Chengguang Tang Yongbin Li Jian Sun OffRL VLM 22 20 0 05 May 2020
VASTA: A Vision and Language-assisted Smartphone Task Automation System A. R. Sereshkeh Gary Leung K. Perumal Caleb Phillips Minfan Zhang Afsaneh Fazly Iqbal Mohomed 8 41 0 04 Nov 2019
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 34 668 0 21 Sep 2018
Zero-Shot Dialog Generation with Cross-Domain Latent Actions Tiancheng Zhao M. Eskénazi VLM 13 76 0 13 May 2018
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing Jonathan Herzig Jonathan Berant 6 52 0 21 Apr 2018