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Yaqian Zhou

28 papers · 2003–2025 · 8 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🏃 Academic Marathon (22) 🌍 Conference Polyglot (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9)
🌈 Renaissance Researcher (8) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (22) 👥 Mega-Team (34) 🤝 Dynamic Duo (14) 🧬 Topic Evolution 📈 Trend Setter ⚡ Prolific Year (6) 🚀 Conference Pioneer 🗃️ Keyword Collector (95) 💎 Century Club (28)

Conferences

EMNLP (11) IJCNLP (6) ACL (4) NAACL (3) COLING (1) ICLR (1) IJCAI (1) NIPS (1)

Top co-authors

Xuanjing Huang (14) Xipeng Qiu (13) Qi Zhang (11) Dong Zhang (6) Tao Gui (6) Pengyu Wang (5) Lide Wu (4) Ruotian Ma (4) Jiacheng Ye (3) Linyang Li (3)

Keywords

large language model (6) reinforcement learning from human feedback (2) representation learning (2) text transformation (2) noise filtering (2) natural language generation (2) adversarial attack (2) distant supervision (2) negative training (2) sentence-level classification (2) robustness evaluation (2) relation extraction (2) speech generation (2) speech processing (1) model robustness (1) in-context learning (1) text classification (1) reinforcement learning (1) data augmentation (1) vision-language alignment (1)

Papers

Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs EMNLP 2025 MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025 CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following Analysis NAACL 2025 FiNE: Filtering and Improving Noisy Data Elaborately with Large Language Models NAACL 2025 LongSafety: Enhance Safety for Long-Context LLMs ACL 2025 SpeechAlign: Aligning Speech Generation to Human Preferences NIPS 2024 Calibrating the Confidence of Large Language Models by Eliciting Fidelity EMNLP 2024 SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models ICLR 2024 SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023 DUB: Discrete Unit Back-translation for Speech Translation ACL 2023 TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing IJCNLP 2021 A Relation-Oriented Clustering Method for Open Relation Extraction EMNLP 2021 TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL 2021 SENT: Sentence-level Distant Relation Extraction via Negative Training ACL 2021 SENT: Sentence-level Distant Relation Extraction via Negative Training IJCNLP 2021 Iterative GNN-based Decoder for Question Generation EMNLP 2021 Leveraging Document-Level Label Consistency for Named Entity Recognition IJCAI 2020 Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning EMNLP 2018 Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary EMNLP 2016 Modelling Interaction of Sentence Pair with Coupled-LSTMs EMNLP 2016 Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks EMNLP 2015 A Generative Model for Identifying Target Companies of Microblogs COLING 2014 Detecting Spammers in Community Question Answering IJCNLP 2013 Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks EMNLP 2010 CRF-based Hybrid Model for Word Segmentation, NER and even POS Tagging IJCNLP 2008 Answering Definition Questions Using Web Knowledge Bases IJCNLP 2005 Transformation Based Chinese Entity Detection and Tracking IJCNLP 2005 A Fast Algorithm for Feature Selection in Conditional Maximum Entropy Modeling EMNLP 2003