DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented
Dialogue

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

28 September 2020

Dilek Z. Hakkani-Tür

Papers citing "DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue"

19 / 19 papers shown

Title
Rethinking Semi-supervised Learning with Language Models Zhengxiang Shi Francesco Tonolini Nikolaos Aletras Emine Yilmaz G. Kazai Yunlong Jiao 27 17 0 22 May 2023
Measuring and Mitigating Local Instability in Deep Neural Networks Arghya Datta Subhrangshu Nandi Jingcheng Xu Greg Ver Steeg He Xie Anoop Kumar Aram Galstyan 15 3 0 18 May 2023
DLUE: Benchmarking Document Language Understanding Ruoxi Xu Hongyu Lin Xinyan Guan Xianpei Han Yingfei Sun Le Sun ELM 18 0 0 16 May 2023
Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval Asha Vishwanathan R. Warrier G. V. Suresh Chandrashekhar Kandpal 11 2 0 25 Jan 2023
Learning to Select from Multiple Options Jiangshu Du Wenpeng Yin Congying Xia Philip S. Yu 27 7 0 01 Dec 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
Constraining Representations Yields Models That Know What They Don't Know João Monteiro Pau Rodríguez López Pierre-Andre Noel I. Laradji David Vazquez AAML 31 0 0 30 Aug 2022
LAD: Language Models as Data for Zero-Shot Dialog Shikib Mehri Yasemin Altun M. Eskénazi 20 25 0 28 Jul 2022
New Intent Discovery with Pre-training and Contrastive Learning Yuwei Zhang Haode Zhang Li-Ming Zhan Albert Y.S. Lam Albert Y. S. Lam SSL VLM 26 40 0 25 May 2022
Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges Shikib Mehri Jinho Choi L. F. D’Haro Jan Deriu M. Eskénazi ... David Traum Yi-Ting Yeh Zhou Yu Yizhe Zhang Chen Zhang 28 21 0 18 Mar 2022
Improving Dialogue State Tracking by Joint Slot Modeling Ting-Rui Chiang Yi-Ting Yeh 20 2 0 29 Sep 2021
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 32 21 0 21 Sep 2021
Schema-Guided Paradigm for Zero-Shot Dialog Shikib Mehri M. Eskénazi 13 16 0 13 Jun 2021
MOROCCO: Model Resource Comparison Framework Valentin Malykh Alexander Kukushkin Ekaterina Artemova Vladislav Mikhailov Maria Tikhonova Tatiana Shavrina 16 0 0 29 Apr 2021
GLGE: A New General Language Generation Evaluation Benchmark Dayiheng Liu Yu Yan Yeyun Gong Weizhen Qi Hang Zhang ... Jiancheng Lv Ruofei Zhang Winnie Wu Ming Zhou Nan Duan ELM 37 66 0 24 Nov 2020
Action State Update Approach to Dialogue Management Svetlana Stoyanchev Simon Keizer R. Doddipatla 9 9 0 09 Nov 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 36 62 0 24 Oct 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 451 0 10 Mar 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 6,956 0 20 Apr 2018