Ruotian Ma

23 papers · 2019–2026 · 6 conferences · across top CS/AI conferences

Achievements

+12 more ↓

🐣 Hot Topic Early Bird 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (13)

🌍 Conference Polyglot (6) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (13) 🤝 Dynamic Duo (18) 👥 Mega-Team (34) 🏆 Keyword Champion (2) 💎 Century Club (22) 📈 Trend Setter ⚡ Prolific Year (5) 🗃️ Keyword Collector (95) ❓ The Questioner 🔥 Unstoppable (7)

Conferences

ACL (9) EMNLP (8) IJCAI (2) IJCNLP (2) COLING (1) NAACL (1)

Top co-authors

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

Research topics

Privacy (2)

Keywords

named entity recognition (7) large language model (5) 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

BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs ACL 2026 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 TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations ACL 2023 Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View EMNLP 2023 TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference EMNLP 2023 Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ACL 2023 Coarse-to-fine Few-shot Learning for Named Entity Recognition ACL 2023 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 Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP 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