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Adversarial Learning

4,854 papers

Papers per year

Papers

Learning to Ask Conversational Questions by Optimizing Levenshtein Distance ACL 2021
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study ACL 2021
Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models ACL 2021
Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models ACL 2021
An Empirical Study on Adversarial Attack on NMT: Languages and Positions Matter ACL 2021
Improving Arabic Diacritization with Regularized Decoding and Adversarial Training ACL 2021
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning ACL 2021
On the Relationship between Zipf’s Law of Abbreviation and Interfering Noise in Emergent Languages ACL 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL 2021
OpenAttack: An Open-source Textual Adversarial Attack Toolkit ACL 2021
Generic Oracles for Structured Prediction ACL 2021
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction ACL 2021
SemEval 2021 Task 7: HaHackathon, Detecting and Rating Humor and Offense ACL 2021
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection ACL 2021
Grenzlinie at SemEval-2021 Task 7: Detecting and Rating Humor and Offense ACL 2021
ITNLP at SemEval-2021 Task 11: Boosting BERT with Sampling and Adversarial Training for Knowledge Extraction ACL 2021
HITMI&T at SemEval-2021 Task 5: Integrating Transformer and CRF for Toxic Spans Detection ACL 2021
DLJUST at SemEval-2021 Task 7: Hahackathon: Linking Humor and Offense ACL 2021
MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training ACL 2021
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense ACL 2021
Adversarial Training for Machine Reading Comprehension with Virtual Embeddings ACL 2021
Local Aggressive Adversarial Attacks on 3D Point Cloud ACML 2021
A Mutual Information Regularization for Adversarial Training ACML 2021
calibrated adversarial training ACML 2021
Relation Also Need Attention: Integrating Relation Information Into Image Captioning ACML 2021