Yuanbin Wu

DVAGen: Dynamic Vocabulary Augmented Generation EMNLP 2025 On Support Samples of Next Word Prediction ACL 2025 Towards Economical Inference: Enabling DeepSeek’s Multi-Head Latent Attention in Any Transformer-based LLMs ACL 2025 Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025 The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights ACL 2025 TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation EMNLP 2025 Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models EMNLP 2024 Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis EMNLP 2024 CERD: A Comprehensive Chinese Rhetoric Dataset for Rhetorical Understanding and Generation in Essays EMNLP 2024 Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Method EMNLP 2024 Length Generalization of Causal Transformers without Position Encoding ACL 2024 AntLM: Bridging Causal and Masked Language Models CONLL 2024 Generation with Dynamic Vocabulary EMNLP 2024 A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis EMNLP 2023 Connective Prediction for Implicit Discourse Relation Recognition via Knowledge Distillation ACL 2023 Rehearsal-free Continual Language Learning via Efficient Parameter Isolation ACL 2023 CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023 A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition ACL 2023 Typology Guided Multilingual Position Representations: Case on Dependency Parsing ACL 2023 Understanding Gender Bias in Knowledge Base Embeddings ACL 2022 Few Clean Instances Help Denoising Distant Supervision COLING 2022 Explore Unsupervised Structures in Pretrained Models for Relation Extraction EMNLP 2022 Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition EMNLP 2022 LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation EMNLP 2022 UniRE: A Unified Label Space for Entity Relation Extraction ACL 2021 Is “hot pizza” Positive or Negative? Mining Target-aware Sentiment Lexicons EACL 2021 ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction EACL 2021 Probabilistic Graph Reasoning for Natural Proof Generation IJCNLP 2021 Probabilistic Graph Reasoning for Natural Proof Generation ACL 2021 Attending via both Fine-tuning and Compressing IJCNLP 2021 UniRE: A Unified Label Space for Entity Relation Extraction IJCNLP 2021 Attending via both Fine-tuning and Compressing ACL 2021 Generating CCG Categories AAAI 2021 From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment EMNLP 2021 Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021 A Unified Encoding of Structures in Transition Systems EMNLP 2021 SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis COLING 2020 A Span-based Linearization for Constituent Trees ACL 2020 Pre-training Entity Relation Encoder with Intra-span and Inter-span Information EMNLP 2020 Graph-based Dependency Parsing with Graph Neural Networks ACL 2019 Joint Type Inference on Entities and Relations via Graph Convolutional Networks ACL 2019 Exploring Human Gender Stereotypes with Word Association Test EMNLP 2019 Distantly Supervised Entity Relation Extraction with Adapted Manual Annotations AAAI 2019 Exploring Human Gender Stereotypes with Word Association Test IJCNLP 2019 ECNU at SemEval-2018 Task 12: An End-to-End Attention-based Neural Network for the Argument Reasoning Comprehension Task SEMEVAL 2018 AntNLP at CoNLL 2018 Shared Task: A Graph-Based Parser for Universal Dependency Parsing CONLL 2018 Extracting Entities and Relations with Joint Minimum Risk Training EMNLP 2018 ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models SEMEVAL 2018 ECNU at SemEval-2018 Task 2: Leverage Traditional NLP Features and Neural Networks Methods to Address Twitter Emoji Prediction Task SEMEVAL 2018 ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection SEMEVAL 2018 ECNU at SemEval-2018 Task 11: Using Deep Learning Method to Address Machine Comprehension Task SEMEVAL 2018 Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network EACL 2017 A Fast and Lightweight System for Multilingual Dependency Parsing CONLL 2017 ECNU at SemEval-2017 Task 7: Using Supervised and Unsupervised Methods to Detect and Locate English Puns SEMEVAL 2017 ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models SEMEVAL 2017 ECNU at SemEval-2017 Task 4: Evaluating Effective Features on Machine Learning Methods for Twitter Message Polarity Classification SEMEVAL 2017 ECNU at SemEval-2017 Task 5: An Ensemble of Regression Algorithms with Effective Features for Fine-Grained Sentiment Analysis in Financial Domain SEMEVAL 2017 A Learning Error Analysis for Structured Prediction with Approximate Inference NIPS 2017 Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification EMNLP 2017 ECNU at SemEval-2017 Task 1: Leverage Kernel-based Traditional NLP features and Neural Networks to Build a Universal Model for Multilingual and Cross-lingual Semantic Textual Similarity SEMEVAL 2017 ECNU at SemEval-2017 Task 3: Using Traditional and Deep Learning Methods to Address Community Question Answering Task SEMEVAL 2017 An Online Learning Algorithm for Bilinear Models ICML 2015 The CoNLL-2013 Shared Task on Grammatical Error Correction CONLL 2013 Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task CONLL 2013 Grammatical Error Correction Using Integer Linear Programming ACL 2013 Structural Opinion Mining for Graph-based Sentiment Representation EMNLP 2011 Phrase Dependency Parsing for Opinion Mining EMNLP 2009