Ruotian Ma | DeepAI

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Qi Zhang
242 publications
Yue Zhang
236 publications
Jun Zhao
175 publications
Wei Wu
172 publications
Xiao Wang
144 publications
Xipeng Qiu
131 publications
Xuanjing Huang
123 publications
Xiangyang Xue
114 publications
Lin Zhang
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Xin Zhou
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Chong Zhang
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∙ 12/21/2022

Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?

Multilingual BERT (mBERT) has demonstrated considerable cross-lingual sy...

0 Ningyu Xu, et al. ∙

∙ 10/10/2022

Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER

As the categories of named entities rapidly increase in real-world appli...

0 Ruotian Ma, et al. ∙

∙ 06/07/2022

Searching for Optimal Subword Tokenization in Cross-domain NER

Input distribution shift is one of the vital problems in unsupervised do...

0 Ruotian Ma, et al. ∙

∙ 03/27/2022

Rebuild and Ensemble: Exploring Defense Against Text Adversaries

Adversarial attacks can mislead strong neural models; as such, in NLP ta...

0 Linyang Li, et al. ∙

∙ 10/14/2021

Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models

Plug-and-play functionality allows deep learning models to adapt well to...

5 Xin Zhou, et al. ∙

∙ 10/06/2021

KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier

Pre-trained models are widely used in fine-tuning downstream tasks with ...

0 Linyang Li, et al. ∙

∙ 09/28/2021

Template-free Prompt Tuning for Few-shot NER

Prompt-based methods have been successfully applied in sentence-level fe...

6 Ruotian Ma, et al. ∙

∙ 08/31/2021

Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning

Pre-Trained Models have been widely applied and recently proved vulnerab...

0 Linyang Li, et al. ∙

∙ 06/22/2021

SENT: Sentence-level Distant Relation Extraction via Negative Training

Distant supervision for relation extraction provides uniform bag labels ...

0 Ruotian Ma, et al. ∙

∙ 03/21/2021

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

Various robustness evaluation methodologies from different perspectives ...

20 Tao Gui, et al. ∙

∙ 04/21/2020

BERT-ATTACK: Adversarial Attack Against BERT Using BERT

Adversarial attacks for discrete data (such as text) has been proved sig...

0 Linyang Li, et al. ∙

∙ 08/16/2019

Simplify the Usage of Lexicon in Chinese NER

Recently, many works have tried to utilizing word lexicon to augment the...

0 Minlong Peng, et al. ∙

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