← Authors

Yuxian Meng

23 papers · 2019–2023 · 8 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (57) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🀝 Dynamic Duo (23) πŸ—ƒοΈ Keyword Collector (107) ❓ The Questioner ⚑ Prolific Year (8) πŸ’Ž Century Club (23) πŸ”₯ Unstoppable (5) πŸ“ˆ Trend Setter

Conferences

ACL (8) EMNLP (4) COLING (3) ICLR (2) IJCNLP (2) NIPS (2) AAAI (1) NAACL (1)

Top co-authors

Jiwei Li (23) Xiaofei Sun (18) Fei Wu (15) Xiaoya Li (12) Chun Fan (8) Tianwei Zhang (8) Qinghong Han (7) Xiang Ao (6) Qing He (4) Zijun Sun (3)

Research topics

Understanding (1) Resources & Methods (1) Privacy (1)

Keywords

named entity recognition (7) machine reading comprehension (6) chinese language (4) text classification (3) machine translation (3) neural machine translation (2) chinese language model (2) language modeling (2) backdoor attack (2) glyph embedding (2) part-of-speech tagging (2) chinese word segmentation (2) paraphrase generation (2) pinyin embedding (2) question answering (2) natural language generation (1) multilingual nlp (1) ensemble learning (1) graph representation learning (1) model security (1)

Papers

Defending against Backdoor Attacks in Natural Language Generation AAAI 2023
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN ACL 2023
Triggerless Backdoor Attack for NLP Tasks with Clean Labels NAACL 2022
Dependency Parsing as MRC-based Span-Span Prediction ACL 2022
Fast Nearest Neighbor Machine Translation ACL 2022
An MRC Framework for Semantic Role Labeling COLING 2022
Paraphrase Generation as Unsupervised Machine Translation COLING 2022
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries COLING 2022
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models ICLR 2022
GNN-LM: Language Modeling based on Global Contexts via GNN ICLR 2022
Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension EMNLP 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information ACL 2021
BertGCN: Transductive Text Classification by Combining GNN and BERT ACL 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information IJCNLP 2021
ConRPG: Paraphrase Generation using Contexts as Regularizer EMNLP 2021
Layer-wise Model Pruning based on Mutual Information EMNLP 2021
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection EMNLP 2021
BertGCN: Transductive Text Classification by Combining GNN and BERT IJCNLP 2021
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection NIPS 2020
Dice Loss for Data-imbalanced NLP Tasks ACL 2020
A Unified MRC Framework for Named Entity Recognition ACL 2020
Is Word Segmentation Necessary for Deep Learning of Chinese Representations? ACL 2019
Glyce: Glyph-vectors for Chinese Character Representations NIPS 2019