← Authors

Ruotian Ma

22 papers · 2019–2025 · 6 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (59) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (13) 🀝 Dynamic Duo (18) πŸ‘₯ Mega-Team (34) πŸ† Keyword Champion (2) πŸ’Ž Century Club (22) πŸ“ˆ Trend Setter ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (95) ❓ The Questioner πŸ”₯ Unstoppable (7)

Conferences

ACL (8) EMNLP (8) IJCAI (2) IJCNLP (2) COLING (1) NAACL (1)

Top co-authors

Qi Zhang (18) Xuanjing Huang (16) Tao Gui (16) Xin Zhou (14) Linyang Li (5) Minlong Peng (4) Yaqian Zhou (4) Yiding Tan (4) Xuanting Chen (4) Xipeng Qiu (4)

Research topics

Privacy (2)

Keywords

named entity recognition (7) large language model (4) pre-trained language model (4) adversarial attack (3) representation learning (3) model robustness (3) sentence-level classification (2) negative training (2) text transformation (2) transfer learning (2) robustness evaluation (2) natural language processing (2) text classification (2) prototype learning (2) distant supervision (2) few-shot learning (2) noise filtering (2) privacy-preserving inference (2) relation extraction (2) adversarial learning (1)

Papers

S2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning ACL 2025
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs EMNLP 2024
Making Harmful Behaviors Unlearnable for Large Language Models ACL 2024
Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View EMNLP 2023
TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations ACL 2023
Coarse-to-fine Few-shot Learning for Named Entity Recognition ACL 2023
TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference EMNLP 2023
Learning β€œO” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ACL 2023
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP 2022
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks COLING 2022
Template-free Prompt Tuning for Few-shot NER NAACL 2022
Searching for Optimal Subword Tokenization in Cross-domain NER IJCAI 2022
TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion EMNLP 2022
Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning EMNLP 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training ACL 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training IJCNLP 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing IJCNLP 2021
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons EMNLP 2020
BERT-ATTACK: Adversarial Attack Against BERT Using BERT EMNLP 2020
Simplify the Usage of Lexicon in Chinese NER ACL 2020
CNN-Based Chinese NER with Lexicon Rethinking IJCAI 2019