Integrating Semantic Knowledge to Tackle Zero-shot Text Classification

Integrating Semantic Knowledge to Tackle Zero-shot Text Classification

29 March 2019

Piyawat Lertvittayakumjorn

Papers citing "Integrating Semantic Knowledge to Tackle Zero-shot Text Classification"

10 / 10 papers shown

Title
Towards Open-Domain Topic Classification Hantian Ding Jinrui Yang Yuqian Deng Hongming Zhang Dan Roth BDL VLM OOD 33 9 0 29 Jun 2023
Zero-Shot Multi-Label Topic Inference with Sentence Encoders Souvik Sarkar Dongji Feng Shubhra (Santu) Karmaker BDL 19 6 0 14 Apr 2023
Pre-trained Language Models Can be Fully Zero-Shot Learners Xuandong Zhao Siqi Ouyang Zhiguo Yu Ming-li Wu Lei Li VLM LRM 34 33 0 14 Dec 2022
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 28 11 0 05 Jun 2022
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Nuttapong Chairatanakul Noppayut Sriwatanasakdi Nontawat Charoenphakdee Xin Liu T. Murata 16 4 0 09 Sep 2021
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction Manqing Dong Chunguang Pan Zhipeng Luo 149 41 0 09 Sep 2021
Text Classification Using Label Names Only: A Language Model Self-Training Approach Yu Meng Yunyi Zhang Jiaxin Huang Chenyan Xiong Heng Ji Chao Zhang Jiawei Han VLM 53 75 0 14 Oct 2020
Description Based Text Classification with Reinforcement Learning Duo Chai Wei Yu Wu Qinghong Han Fei Wu Jiwei Li VLM 113 66 0 08 Feb 2020
TensorLayer: A Versatile Library for Efficient Deep Learning Development Hao Dong A. Supratak Luo Mai Fangde Liu A. Oehmichen Simiao Yu Yike Guo 53 114 0 26 Jul 2017
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014