Improved Text Classification via Contrastive Adversarial Training

21 July 2021

Papers citing "Improved Text Classification via Contrastive Adversarial Training"

20 / 20 papers shown

Title
A Simple Graph Contrastive Learning Framework for Short Text Classification Y. Liu Fausto Giunchiglia Lan Huang Ximing Li Xiaoyue Feng Renchu Guan 39 0 0 17 Jan 2025
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 40 2 0 12 Jul 2024
Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales Ayushi Nirmal Amrita Bhattacharjee Paras Sheth Huan Liu AAML 43 11 0 19 Mar 2024
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space Leo Schwinn David Dobre Sophie Xhonneux Gauthier Gidel Stephan Gunnemann AAML 51 38 0 14 Feb 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 34 78 0 25 Jan 2024
DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce Ipsita Mohanty 19 2 0 21 Jul 2023
VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets V. Saxena Nils Rethmeier Gijs Van Dijck Gerasimos Spanakis 26 6 0 04 May 2023
HateProof: Are Hateful Meme Detection Systems really Robust? Piush Aggarwal Pranit Chawla Mithun Das Punyajoy Saha Binny Mathew Torsten Zesch Animesh Mukherjee AAML 34 8 0 11 Feb 2023
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval Maciej Wiatrak Eirini Arvaniti Angus Brayne Jonas Vetterle Aaron Sim 25 2 0 30 Jan 2023
Impact of Adversarial Training on Robustness and Generalizability of Language Models Enes Altinisik Hassan Sajjad H. Sencar Safa Messaoud Sanjay Chawla AAML 18 8 0 10 Nov 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning Md. Tawkat Islam Khondaker El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed L. Lakshmanan 28 3 0 22 Oct 2022
Zero-shot stance detection based on cross-domain feature enhancement by contrastive learning Xuechen Zhao Jiaying Zou Zhong Zhang Feng Xie Bin Zhou Lei Tian 29 3 0 07 Oct 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification Zihan Wang Peiyi Wang Lianzhe Huang Xin Sun Houfeng Wang AILaw VLM 21 99 0 08 Mar 2022
Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training Pervaiz Iqbal Khan Shoaib Ahmed Siddiqui Imran Razzak Andreas Dengel Sheraz Ahmed 15 3 0 03 Mar 2022
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song 125 202 0 16 Feb 2021
Multilingual BERT Post-Pretraining Alignment Lin Pan Chung-Wei Hang Haode Qi Abhishek Shah Saloni Potdar Mo Yu 114 44 0 23 Oct 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 453 0 10 Mar 2020
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 229 438 0 25 Sep 2019
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 6,959 0 20 Apr 2018
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector Shang-Tse Chen Cory Cornelius Jason Martin Duen Horng Chau ObjD 153 424 0 16 Apr 2018