Train Once, Test Anywhere: Zero-Shot Learning for Text Classification

16 December 2017

Papers citing "Train Once, Test Anywhere: Zero-Shot Learning for Text Classification"

13 / 13 papers shown

Title
How Effective are Generative Large Language Models in Performing Requirements Classification? Waad Alhoshan Alessio Ferrari Liping Zhao 30 0 0 23 Apr 2025
Towards Open-Domain Topic Classification Hantian Ding Jinrui Yang Yuqian Deng Hongming Zhang Dan Roth BDL VLM OOD 41 9 0 29 Jun 2023
Company classification using zero-shot learning Maryan Rizinski Andrej Jankov Vignesh Sankaradas Eugene Pinsky I. Mishkovski D. Trajanov VLM 12 4 0 01 May 2023
Zero-Shot Multi-Label Topic Inference with Sentence Encoders Souvik Sarkar Dongji Feng Shubhra (Santu) Karmaker BDL 19 6 0 14 Apr 2023
Zero-Shot Learning for Requirements Classification: An Exploratory Study Waad Alhoshan Alessio Ferrari Liping Zhao VLM 19 39 0 09 Feb 2023
TopoBERT: Plug and Play Toponym Recognition Module Harnessing Fine-tuned BERT Bing Zhou Lei Zou Yingjie Hu Y. Qiang Daniel Goldberg 34 3 0 31 Jan 2023
Flexible Job Classification with Zero-Shot Learning Thom Lake VLM 18 1 0 30 Aug 2022
Unraveling Social Perceptions & Behaviors towards Migrants on Twitter A. Khatua Wolfgang Nejdl 35 11 0 04 Dec 2021
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition Meihan Tong Shuai Wang Bin Xu Yixin Cao Minghui Liu Lei Hou Juan-Zi Li 36 51 0 29 Jun 2021
Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections Ruiqi Zhong Kristy Lee Zheng-Wei Zhang Dan Klein 39 166 0 10 Apr 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 55 75 0 14 Oct 2020
An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale Yong Liu Pavel A. Dmitriev Yifei Huang Andrew Brooks Li Dong 16 4 0 19 Apr 2019
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification Jingqing Zhang Piyawat Lertvittayakumjorn Yike Guo VLM 38 118 0 29 Mar 2019