NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural
Language Understanding in Task-Oriented Dialogue

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue

27 April 2022

Georgios P. Spithourakis

Paweł Budzianowski

Papers citing "NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue"

9 / 9 papers shown

Title
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future Xu Guo Yiqiang Chen SyDa 21 30 0 07 Mar 2024
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 24 10 0 26 Jul 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 31 22 0 19 Jul 2023
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data Guangzhi Sun C. Zhang Ivan Vulić Paweł Budzianowski P. Woodland 26 6 0 04 Jul 2023
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog Stefan Larson Kevin Leach 33 20 0 26 Jul 2022
Effectiveness of Pre-training for Few-shot Intent Classification Haode Zhang Yuwei Zhang Li-Ming Zhan Jiaxin Chen Guangyuan Shi Xiao-Ming Wu Albert Y. S. Lam VLM 72 44 0 13 Sep 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,916 0 31 Dec 2020
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 200 241 0 16 Oct 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 178 451 0 10 Mar 2020