Few-shot Intent Classification and Slot Filling with Retrieved Examples

Few-shot Intent Classification and Slot Filling with Retrieved Examples

12 April 2021

Dian Yu

Yuan Zhang

Xinya Du

Panupong Pasupat

Papers citing "Few-shot Intent Classification and Slot Filling with Retrieved Examples"

7 / 7 papers shown

Title
PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search Mozhi Zhang Hang Yan Yaqian Zhou Xipeng Qiu 21 10 0 20 May 2023
A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism Han Liu Siyang Zhao Xiaotong Zhang Feng Zhang Ju Sun Hong Yu Xianchao Zhang VLM 26 11 0 05 Jun 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 36 13 0 09 May 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition Tingting Ma Huiqiang Jiang Qianhui Wu T. Zhao Chin-Yew Lin 28 58 0 12 Apr 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging Yutai Hou Cheng Chen Xianzhen Luo Bo-wen Li Wanxiang Che BDL 19 21 0 02 Apr 2022
Controllable Semantic Parsing via Retrieval Augmentation Panupong Pasupat Yuan Zhang Kelvin Guu 127 47 0 16 Oct 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 284 11,681 0 09 Mar 2017